SlideShare a Scribd company logo
1 of 5
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 523
Proximity marketing using beacon technology
Dhanyatha N S 1, Rhea Chengappa C 2, Sridevi Patil 3, Swetha H L 4 ,Dr. Madhu B K5
1,2,3,4 Students, Dept. of Computer Science and Engineering, Vidya Vikas Institute of Engineering and Technology,
Mysore, Karnataka, India
5 Professor and Head, Dept. of Computer Science and Engineering, Vidya Vikas Institute of Engineering and
Technology, Mysore, Karnataka, India
-------------------------------------------------------------------------***-----------------------------------------------------------------------------
Abstract: We present our work on the mobile
based indoor positioning shopping application
leading to the development of automatic
advertisements delivery services based on user’s
location. . In this research, we use a network of
Bluetooth Low Energy (BLE) beacons deployed
in a large shopping store thereby constructing
the notification environment. The Server
component the Smartphone component and the
beacons (BLE) constitute the BLE based system.
This BLE based Smartphone application detects
the location of customers in the store with the
help of Bluetooth on the user’s Smartphone by
using BLE technology, this data of the user’s
location will be sent to the server component by
WIFI, and the server component sends
personalized promotions based on the user’s
location such as mobile advertisements to the
customers’ smart phones.
INTRODUCTION
Technology innovation’s goal is to simplify life of
humans and making day to day’s work easier and
faster. Shopping is one regular activity that
human beings spend a large amount of time .[1]
According to a survey conducted by the US
Bureau of Labor, an average customer spends his
1.4 hours each day on shopping. According to a
study carried out by CISCO Internet Business
Solution Group , the best
Reasons for customers to use new technology
are to find best price in the market (63%), to
save time in the market (47%), to find best
assortment in the market (26%) and to get best
quality available in the market (25%). [1]
In the 21st century, portable terminals such as
smart phones are used extensively.[4]. Due to
the increase in the usage of Smartphone devices,
advertisers are reaching to their customers in
different ways using their smart phones.
Smartphone’s marketing is appeared to be a
widely used advertising tool. Smartphone
marketing has different forms, like SMS
marketing, social media marketing and software
applications that enable location-based
marketing. [3]
Knowing the importance of a Smartphone in a
user’s life, many of the services using positional
information of the user’s are widely used, and
the indoor positioning technology is being
focused like never before. One of the
technological services provided through smart
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 524
phones is location-based application, that can
deliver contents such as advertisements or
suggesting specific places to the users based on
his/her locations. This type of technological
applications can be used in several places ,such
as ,in malls, streets, airports, shopping stores and
bus stations in this paper we specifically report
about a network of Bluetooth Low Energy (BLE)
beacons, deployed on a shopping store
developed using The full deployment of a
number of beacons over an area of the shopping
store[3].
There are many technologies that can be used to
find the location. Like the Global Position System
(GPS) technology GPS technology is widely used
in many applications to provide us with location-
based content. But the main disadvantage of
using GPS technology is the high level of battery
consumption of mobile phones as a result of
being connected to satellites. Google maps are
one of the applications using GPS technology.
However GPS tracking is considered as a privacy
invasion which can be a disadvantage of this
technology. To overcome this disadvantage
there is a need to find a new and better
technology for indoors.[3]
Linking a particular position where the beacon
is deployed to a specific notification to be sent to
the user makes it easier to set the Position of the
notification. Using Received Signal Strength
Indicator (RSSI) of the installed beacons, users
are able to receive notifications from other close
proximity beacons by managing the proximity
information got from RSSI. This helps the user
not to miss any notification he needs to receive.
The criteria we need to remember to do so are :
there should be an adequate distance of the user
from the beacon to receive notification, and to
construct this environment, a necessary distance
between the neighboring beacons is
important.[4]
System Architecture
As shown in the figure 1, the System is initialised.
A customer with a android based application
,designed particularly for proximity marketing
installed in his smartphone identified in the first
place, then all the surrounding beacons present
around the user is scanned and the UUIDs of
beacons is got.
The UUIDs of the beacons are then transmitted
to the server through WiFi. Then the location of
the customer is identified using RSSI .later by
knowing the customer’s position in the store
using the knowledge of the nearest beacon, the
related data based on his position is obtained
from the database.
The Customized Marketing Messages are then
generated based on the customer’s
Current location and profile.
The generated Messages are delivered to the
customer and are displayed on android based
Smartphone application.[1]
Figure 1: System architecture
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 525
I. THE IDEAL WIRELESS TECHNOLOGY
FOR OUR SOLUTION
The essential requisites for our report are:
• Low energy consumption: a battery used, tiny
coin-cell batteries, can run for months or years.
Moreover, it doesn’t have the risk of draining
out of battery and enables the system.
• Middle range
•High precision, as it takes place in a relatively
small navigation areas, superior errors must not
occur.
• Safe connection.
• The positions of various devices are read
simultaneously.
• Real-time communication: in just few seconds
,the procedure of getting a connection between
two devices, data being transferred and the
connection shutting down, must be made.
• Compatibility: no electromagnetic interference
should occur in other sensitive electronics
devices, when radio devices coexist to with other
radio transceivers
• There is a necessity for the system to have the
ability to communicate with services like
Cellular network and the Internet.[1]
II. PROXIMITY MARKETING
Every business works hard for customer
retention that is to get new customers, maintain
the present customers. This retention can be
achieved using different marketing methods
which include traditional methods and modern
methods. The traditional marketing methods
may be putting up advertisements in radio,
newspapers, websites, television, magazines and
multimedia on cell phones etc. As technological
revolution took place, modern way of marketing
rose into fame called location-based mobile
advertising (LBA). Proximity marketing is
another name for LBA which provides
advertisements according to their geographical
location of the users. It consists of location-based
services in addition to mobile advertising.
These days, location-based advertising is an
important and effective marketing tool for both
advertisers and customers. As the consumers
always carry their smart phones, location-based
advertising is time efficient and gives them a
better knowledge of specific offers. The reasons
of why proximity marketing is effective are
1) Personalized: Knowing what the users are
interested in and show them something relevant
to their interest based on their location.
2) Timely: one of the main features of LBA ,the
ability to target users at specific moments.
3) Targeted: According to an IAB UK study, 46%
of people use blocking tools for marketing as it is
irrelevant, but when they are targeted, getting
blocked is less likely. According to IAB UK study
79% of the respondents said that proximity
marketing is an important part of their
organization’s marketing strategy.[3]
III. The Beacon technology
Beacon is a Bluetooth low energy (BLE) based
technology, which helps in indoor positioning
system. Beacon is low power consuming and cost
effective compared to other systems.
Beacon transmits data packets during regular
intervals of time and smart phones can receive
this data.
An advertising data packet may consist of four
main parts of information as shown in Figure 2:
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 526
• The proximity UUID: a 16-byte string
identifier used for differentiation between a
large set of related beacons present.
• The major number: is used to differentiate a
smaller subset of beacons within the larger set.
• The minor number: is used for individual
beacons identification. Every beacon has a
unique minor number, this helps in knowing
customer’s position
• TX power: used to determine the proximity of
the customer to the beacons.[1]
Figure 2 : BLE Packet
IV. RSSI(Received Signal Strength
Indicator)
Received Signal Strength Indicator (RSSI)
indicates the strength of the beacon's signal in a
Smartphone.
The strength of the signal depends on the
distance and broadcasting Power value.
Figure3 shows the received RSSI from mobile
phone when beacon is 1m away. RSSI varies
vigorously from -61dB to -80dB as shown in the
figure3.[2]
Figure 3 : RSSI values in 1m distance
V. Beacons:
Are small in size, cheap devices that transmit
minute amounts of data through Bluetooth Low
Energy (BLE) up to 50 meters. Beacons are used
for indoor location technology as it transmits
their identifier (UUID) to nearby smart phones.
Beacon is one-way transmitter to the receiving
Smartphone with a specific application installed
which interacts with the beacons. The use of this
component in the system is that it enables
receiving device to perform actions when in
shorter distance to a beacon and to track users in
the store.[1]
VI. Smartphone Application:
Customers who use the system need to
First install Smartphone Android application,
then the customer needs to take up a registration
stage, which requires them to put up their
personal information and their personal
preferences and choices. Once the registration is
done, the personalized advertising messages and
notifications is automatically sent to the
customers’ smart phones when they are in near
proximity to a beacon information’s is then
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 527
transmitted to the main server using the WIFI or
3G. The data sent is stored in Server database.[1]
VII. Server Application:
To collect, store and analyze trajectories of
customers inside the shop ,an application was
proposed. The customers’ purchase records will
be updated to the server via the application. The
System records the purchases details about the
quantity and value of the product bought by each
customer. The interaction of the customer with
the service provider and the purchase records
are stored in server database. A customer has
entered the shop after the registration stage, the
information regarding the registration details of
the customer is transmitted to the server from
the customers’ smart phones. Whenever a
customer has entered the shop, the Server
Application is notified by the customers’ smart
phone ,then the system will sends customized
advertisement messages to that customer’s
smart phone based on his/her preferences and
choices.[1]
Conclusion
Shopping experience can be enhanced, made
more pleasurable and efficient for the customers
by using proximity marketing. It helps the
system admin to enhance their relation with the
customers and strengthen their marketing
strategy and business planning through
promotion plans and personalized services that
will satisfy the customer’s needs and improves
the loyalty of the customers towards the
system[1].
As a future enhancement, we are working on
implementing a proximity marketing that can
work with IOS platform to deliver an
advertisement to the customers to help them get
the information in the right time and place. In
addition, the required experiments and testing
will be provided.[3]
References.
[1] Dalal ZAIM,Mostafa BELLAFKIH “Bluetooth
Low Energy (BLE) Based Geomarketing System”
[2] Patrick Dickinson, Gregorz Cielniak, Olivier
Szymanezyk, Mike Mannion” Indoor Positioning
of Shoppers Using a Network of Bluetooth Low
Energy Beacons”
[3] Rajat Pugaliya1 , Jaydip Chabhadiya2 , Nirav
Mistry3 and Ankit Prajapati4” Smart Shoppe
using Beacon
[4] Lamya AlBraheem, AmalAl-Abdulkarim, Arwa
Al-Dosari, Leena Al-Abdulkarim, Raghad Al-
Khudair, Wafa AlJasser, Weam Al-Angari” Smart
City Project using Proximity Marketing
Technology”
[5] Shuhei Hashimoto, Shuhei Yamamoto, Ryo
Nishide and Hideyuki Takada ” A Notification
Environment Using User-Installed Beacons”
[6] Andrew Mackey§ , Petros Spachos§ ,
Konstantinos N. Plataniotis “Enhanced Indoor
Navigation System with Beacons and Kalman
Filters”

More Related Content

What's hot

An empirical Study of In-App Advertising in Mobile Devices: Indian Scenario
An empirical Study of In-App Advertising in Mobile Devices: Indian ScenarioAn empirical Study of In-App Advertising in Mobile Devices: Indian Scenario
An empirical Study of In-App Advertising in Mobile Devices: Indian ScenarioPreetish Panda
 
Securewify - Eximuis 2015
Securewify - Eximuis 2015Securewify - Eximuis 2015
Securewify - Eximuis 2015Raghuvamshi Thakur
 
Customer satisfaction towards reliance jio network
Customer satisfaction towards reliance jio networkCustomer satisfaction towards reliance jio network
Customer satisfaction towards reliance jio networkAishwarya wankhade
 
Mobile Technology
Mobile TechnologyMobile Technology
Mobile TechnologySwapnali Pawar
 
Indonesia telecom outlook 2014
Indonesia telecom outlook 2014Indonesia telecom outlook 2014
Indonesia telecom outlook 2014Ashutosh Pandey
 
State of 4G Apps Development 2014: Trends, Challenges, Solutions
State of 4G Apps Development 2014: Trends, Challenges, Solutions State of 4G Apps Development 2014: Trends, Challenges, Solutions
State of 4G Apps Development 2014: Trends, Challenges, Solutions Intersog
 
Dessertation on customer satisfaction from reliance jio services
Dessertation on customer satisfaction from reliance jio servicesDessertation on customer satisfaction from reliance jio services
Dessertation on customer satisfaction from reliance jio servicesAmmy Chohan
 
Providing location based information advertising for existing
Providing location based information advertising for existingProviding location based information advertising for existing
Providing location based information advertising for existingAvelin Huo
 
OPENi Privacy by design @Athens hackathon, September 2014
OPENi Privacy by design @Athens hackathon, September 2014OPENi Privacy by design @Athens hackathon, September 2014
OPENi Privacy by design @Athens hackathon, September 2014openi_ict
 
Investigation of Quick Handover Algorithm for Wireless Video Streaming App
Investigation of Quick Handover Algorithm for Wireless Video Streaming AppInvestigation of Quick Handover Algorithm for Wireless Video Streaming App
Investigation of Quick Handover Algorithm for Wireless Video Streaming AppRajvi Jagirdar
 
Building a Mobile Supply Chain while Leveraging Existing Systems
Building a Mobile Supply Chain while Leveraging Existing SystemsBuilding a Mobile Supply Chain while Leveraging Existing Systems
Building a Mobile Supply Chain while Leveraging Existing SystemsTAKE Supply Chain
 
Mma location-terminology guide final
Mma location-terminology guide finalMma location-terminology guide final
Mma location-terminology guide finalThierry Pires
 
SIP report,Shamim Akhtar
SIP report,Shamim AkhtarSIP report,Shamim Akhtar
SIP report,Shamim AkhtarShamim Hussain
 
Mobile Technology
Mobile TechnologyMobile Technology
Mobile TechnologySaifulIslam777
 
A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...
A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...
A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...Rahul Jain
 
IRJET- Sniffer for Tracking Lost Mobile
IRJET- Sniffer for Tracking Lost MobileIRJET- Sniffer for Tracking Lost Mobile
IRJET- Sniffer for Tracking Lost MobileIRJET Journal
 

What's hot (20)

An empirical Study of In-App Advertising in Mobile Devices: Indian Scenario
An empirical Study of In-App Advertising in Mobile Devices: Indian ScenarioAn empirical Study of In-App Advertising in Mobile Devices: Indian Scenario
An empirical Study of In-App Advertising in Mobile Devices: Indian Scenario
 
Securewify - Eximuis 2015
Securewify - Eximuis 2015Securewify - Eximuis 2015
Securewify - Eximuis 2015
 
Customer satisfaction towards reliance jio network
Customer satisfaction towards reliance jio networkCustomer satisfaction towards reliance jio network
Customer satisfaction towards reliance jio network
 
Mobile Technology
Mobile TechnologyMobile Technology
Mobile Technology
 
Indonesia telecom outlook 2014
Indonesia telecom outlook 2014Indonesia telecom outlook 2014
Indonesia telecom outlook 2014
 
50320140501003
5032014050100350320140501003
50320140501003
 
State of 4G Apps Development 2014: Trends, Challenges, Solutions
State of 4G Apps Development 2014: Trends, Challenges, Solutions State of 4G Apps Development 2014: Trends, Challenges, Solutions
State of 4G Apps Development 2014: Trends, Challenges, Solutions
 
MSC Malaysia Supply-Demand Study of the ICT Industry
MSC Malaysia Supply-Demand Study of the ICT IndustryMSC Malaysia Supply-Demand Study of the ICT Industry
MSC Malaysia Supply-Demand Study of the ICT Industry
 
A018140107
A018140107A018140107
A018140107
 
Dessertation on customer satisfaction from reliance jio services
Dessertation on customer satisfaction from reliance jio servicesDessertation on customer satisfaction from reliance jio services
Dessertation on customer satisfaction from reliance jio services
 
Providing location based information advertising for existing
Providing location based information advertising for existingProviding location based information advertising for existing
Providing location based information advertising for existing
 
OPENi Privacy by design @Athens hackathon, September 2014
OPENi Privacy by design @Athens hackathon, September 2014OPENi Privacy by design @Athens hackathon, September 2014
OPENi Privacy by design @Athens hackathon, September 2014
 
Investigation of Quick Handover Algorithm for Wireless Video Streaming App
Investigation of Quick Handover Algorithm for Wireless Video Streaming AppInvestigation of Quick Handover Algorithm for Wireless Video Streaming App
Investigation of Quick Handover Algorithm for Wireless Video Streaming App
 
Building a Mobile Supply Chain while Leveraging Existing Systems
Building a Mobile Supply Chain while Leveraging Existing SystemsBuilding a Mobile Supply Chain while Leveraging Existing Systems
Building a Mobile Supply Chain while Leveraging Existing Systems
 
Mma location-terminology guide final
Mma location-terminology guide finalMma location-terminology guide final
Mma location-terminology guide final
 
Roadmap 1 12-02
Roadmap 1 12-02Roadmap 1 12-02
Roadmap 1 12-02
 
SIP report,Shamim Akhtar
SIP report,Shamim AkhtarSIP report,Shamim Akhtar
SIP report,Shamim Akhtar
 
Mobile Technology
Mobile TechnologyMobile Technology
Mobile Technology
 
A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...
A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...
A Study on the factors required to enhance the scope of Wi-Fi and 4G LTE cove...
 
IRJET- Sniffer for Tracking Lost Mobile
IRJET- Sniffer for Tracking Lost MobileIRJET- Sniffer for Tracking Lost Mobile
IRJET- Sniffer for Tracking Lost Mobile
 

Similar to IRJET- Proximity Marketing using Beacon Technology

IRJET- Clean India Mission: Beacon Technology
IRJET- Clean India Mission: Beacon TechnologyIRJET- Clean India Mission: Beacon Technology
IRJET- Clean India Mission: Beacon TechnologyIRJET Journal
 
Bandwidth Efficient : On-Demand Multimedia Advertisements using Mobile Agents
Bandwidth Efficient : On-Demand Multimedia Advertisements using Mobile AgentsBandwidth Efficient : On-Demand Multimedia Advertisements using Mobile Agents
Bandwidth Efficient : On-Demand Multimedia Advertisements using Mobile AgentsIRJET Journal
 
IRJET - Digital Advertisement using Artificial Intelligence for Data Anal...
IRJET -  	  Digital Advertisement using Artificial Intelligence for Data Anal...IRJET -  	  Digital Advertisement using Artificial Intelligence for Data Anal...
IRJET - Digital Advertisement using Artificial Intelligence for Data Anal...IRJET Journal
 
Ashu lic reporrtjgjg
Ashu lic reporrtjgjgAshu lic reporrtjgjg
Ashu lic reporrtjgjgAkshat Mehtani
 
micE Model for Defining Enterprise Mobile Strategy
micE Model for Defining Enterprise Mobile StrategymicE Model for Defining Enterprise Mobile Strategy
micE Model for Defining Enterprise Mobile Strategyidescitation
 
Smart Computing Mobile Cloud
Smart Computing Mobile CloudSmart Computing Mobile Cloud
Smart Computing Mobile Cloudijtsrd
 
IRJET- Shopping Mall Experience using Beacon Technology
IRJET-  	  Shopping Mall Experience using Beacon TechnologyIRJET-  	  Shopping Mall Experience using Beacon Technology
IRJET- Shopping Mall Experience using Beacon TechnologyIRJET Journal
 
IRJET- An Overview on Mobile Cloud Computing
IRJET-  	  An Overview on Mobile Cloud ComputingIRJET-  	  An Overview on Mobile Cloud Computing
IRJET- An Overview on Mobile Cloud ComputingIRJET Journal
 
An Integrated Management Platform for Subscription of Magazines
An Integrated Management Platform for Subscription of MagazinesAn Integrated Management Platform for Subscription of Magazines
An Integrated Management Platform for Subscription of MagazinesIRJET Journal
 
IRJET- Survey of Fashion Mirror
IRJET- Survey of Fashion MirrorIRJET- Survey of Fashion Mirror
IRJET- Survey of Fashion MirrorIRJET Journal
 
Supply Chain Management using Internet of Things
Supply Chain Management using Internet of ThingsSupply Chain Management using Internet of Things
Supply Chain Management using Internet of ThingsIRJET Journal
 
Adequate Solution for Business to Customer (B2C) by an ongoing Mobile System
Adequate Solution for Business to Customer (B2C) by an ongoing Mobile SystemAdequate Solution for Business to Customer (B2C) by an ongoing Mobile System
Adequate Solution for Business to Customer (B2C) by an ongoing Mobile SystemAM Publications
 
Indoor Positioning and Navigation System for Locating Desired Products into t...
Indoor Positioning and Navigation System for Locating Desired Products into t...Indoor Positioning and Navigation System for Locating Desired Products into t...
Indoor Positioning and Navigation System for Locating Desired Products into t...ijtsrd
 
AN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEM
AN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEMAN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEM
AN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEMIRJET Journal
 
Heuristic Algorithm using Internet of Things and Mobility for solving demogra...
Heuristic Algorithm using Internet of Things and Mobility for solving demogra...Heuristic Algorithm using Internet of Things and Mobility for solving demogra...
Heuristic Algorithm using Internet of Things and Mobility for solving demogra...Eswar Publications
 
IRJET - MADTECH Software System using Social Media Mining
IRJET - MADTECH Software System using Social Media MiningIRJET - MADTECH Software System using Social Media Mining
IRJET - MADTECH Software System using Social Media MiningIRJET Journal
 
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...
IRJET-  	  Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...IRJET-  	  Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...IRJET Journal
 
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...IRJET Journal
 
A Survey On Mobile Cloud Computing
A Survey On Mobile Cloud ComputingA Survey On Mobile Cloud Computing
A Survey On Mobile Cloud ComputingIRJET Journal
 

Similar to IRJET- Proximity Marketing using Beacon Technology (20)

IRJET- Clean India Mission: Beacon Technology
IRJET- Clean India Mission: Beacon TechnologyIRJET- Clean India Mission: Beacon Technology
IRJET- Clean India Mission: Beacon Technology
 
Bandwidth Efficient : On-Demand Multimedia Advertisements using Mobile Agents
Bandwidth Efficient : On-Demand Multimedia Advertisements using Mobile AgentsBandwidth Efficient : On-Demand Multimedia Advertisements using Mobile Agents
Bandwidth Efficient : On-Demand Multimedia Advertisements using Mobile Agents
 
IRJET - Digital Advertisement using Artificial Intelligence for Data Anal...
IRJET -  	  Digital Advertisement using Artificial Intelligence for Data Anal...IRJET -  	  Digital Advertisement using Artificial Intelligence for Data Anal...
IRJET - Digital Advertisement using Artificial Intelligence for Data Anal...
 
Ashu lic reporrtjgjg
Ashu lic reporrtjgjgAshu lic reporrtjgjg
Ashu lic reporrtjgjg
 
micE Model for Defining Enterprise Mobile Strategy
micE Model for Defining Enterprise Mobile StrategymicE Model for Defining Enterprise Mobile Strategy
micE Model for Defining Enterprise Mobile Strategy
 
Smart Computing Mobile Cloud
Smart Computing Mobile CloudSmart Computing Mobile Cloud
Smart Computing Mobile Cloud
 
IRJET- Shopping Mall Experience using Beacon Technology
IRJET-  	  Shopping Mall Experience using Beacon TechnologyIRJET-  	  Shopping Mall Experience using Beacon Technology
IRJET- Shopping Mall Experience using Beacon Technology
 
IRJET- An Overview on Mobile Cloud Computing
IRJET-  	  An Overview on Mobile Cloud ComputingIRJET-  	  An Overview on Mobile Cloud Computing
IRJET- An Overview on Mobile Cloud Computing
 
An Integrated Management Platform for Subscription of Magazines
An Integrated Management Platform for Subscription of MagazinesAn Integrated Management Platform for Subscription of Magazines
An Integrated Management Platform for Subscription of Magazines
 
IRJET- Survey of Fashion Mirror
IRJET- Survey of Fashion MirrorIRJET- Survey of Fashion Mirror
IRJET- Survey of Fashion Mirror
 
SAND SKILLS
SAND SKILLSSAND SKILLS
SAND SKILLS
 
Supply Chain Management using Internet of Things
Supply Chain Management using Internet of ThingsSupply Chain Management using Internet of Things
Supply Chain Management using Internet of Things
 
Adequate Solution for Business to Customer (B2C) by an ongoing Mobile System
Adequate Solution for Business to Customer (B2C) by an ongoing Mobile SystemAdequate Solution for Business to Customer (B2C) by an ongoing Mobile System
Adequate Solution for Business to Customer (B2C) by an ongoing Mobile System
 
Indoor Positioning and Navigation System for Locating Desired Products into t...
Indoor Positioning and Navigation System for Locating Desired Products into t...Indoor Positioning and Navigation System for Locating Desired Products into t...
Indoor Positioning and Navigation System for Locating Desired Products into t...
 
AN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEM
AN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEMAN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEM
AN ANDROID APPLICATION FOR CAMPUS INFORMATION SYSTEM
 
Heuristic Algorithm using Internet of Things and Mobility for solving demogra...
Heuristic Algorithm using Internet of Things and Mobility for solving demogra...Heuristic Algorithm using Internet of Things and Mobility for solving demogra...
Heuristic Algorithm using Internet of Things and Mobility for solving demogra...
 
IRJET - MADTECH Software System using Social Media Mining
IRJET - MADTECH Software System using Social Media MiningIRJET - MADTECH Software System using Social Media Mining
IRJET - MADTECH Software System using Social Media Mining
 
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...
IRJET-  	  Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...IRJET-  	  Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping E...
 
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...
IRJET- Pocket Mall Navigator: Bridging Digital and Traditional Shopping Exper...
 
A Survey On Mobile Cloud Computing
A Survey On Mobile Cloud ComputingA Survey On Mobile Cloud Computing
A Survey On Mobile Cloud Computing
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...srsj9000
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 

Recently uploaded (20)

What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 

IRJET- Proximity Marketing using Beacon Technology

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 523 Proximity marketing using beacon technology Dhanyatha N S 1, Rhea Chengappa C 2, Sridevi Patil 3, Swetha H L 4 ,Dr. Madhu B K5 1,2,3,4 Students, Dept. of Computer Science and Engineering, Vidya Vikas Institute of Engineering and Technology, Mysore, Karnataka, India 5 Professor and Head, Dept. of Computer Science and Engineering, Vidya Vikas Institute of Engineering and Technology, Mysore, Karnataka, India -------------------------------------------------------------------------***----------------------------------------------------------------------------- Abstract: We present our work on the mobile based indoor positioning shopping application leading to the development of automatic advertisements delivery services based on user’s location. . In this research, we use a network of Bluetooth Low Energy (BLE) beacons deployed in a large shopping store thereby constructing the notification environment. The Server component the Smartphone component and the beacons (BLE) constitute the BLE based system. This BLE based Smartphone application detects the location of customers in the store with the help of Bluetooth on the user’s Smartphone by using BLE technology, this data of the user’s location will be sent to the server component by WIFI, and the server component sends personalized promotions based on the user’s location such as mobile advertisements to the customers’ smart phones. INTRODUCTION Technology innovation’s goal is to simplify life of humans and making day to day’s work easier and faster. Shopping is one regular activity that human beings spend a large amount of time .[1] According to a survey conducted by the US Bureau of Labor, an average customer spends his 1.4 hours each day on shopping. According to a study carried out by CISCO Internet Business Solution Group , the best Reasons for customers to use new technology are to find best price in the market (63%), to save time in the market (47%), to find best assortment in the market (26%) and to get best quality available in the market (25%). [1] In the 21st century, portable terminals such as smart phones are used extensively.[4]. Due to the increase in the usage of Smartphone devices, advertisers are reaching to their customers in different ways using their smart phones. Smartphone’s marketing is appeared to be a widely used advertising tool. Smartphone marketing has different forms, like SMS marketing, social media marketing and software applications that enable location-based marketing. [3] Knowing the importance of a Smartphone in a user’s life, many of the services using positional information of the user’s are widely used, and the indoor positioning technology is being focused like never before. One of the technological services provided through smart
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 524 phones is location-based application, that can deliver contents such as advertisements or suggesting specific places to the users based on his/her locations. This type of technological applications can be used in several places ,such as ,in malls, streets, airports, shopping stores and bus stations in this paper we specifically report about a network of Bluetooth Low Energy (BLE) beacons, deployed on a shopping store developed using The full deployment of a number of beacons over an area of the shopping store[3]. There are many technologies that can be used to find the location. Like the Global Position System (GPS) technology GPS technology is widely used in many applications to provide us with location- based content. But the main disadvantage of using GPS technology is the high level of battery consumption of mobile phones as a result of being connected to satellites. Google maps are one of the applications using GPS technology. However GPS tracking is considered as a privacy invasion which can be a disadvantage of this technology. To overcome this disadvantage there is a need to find a new and better technology for indoors.[3] Linking a particular position where the beacon is deployed to a specific notification to be sent to the user makes it easier to set the Position of the notification. Using Received Signal Strength Indicator (RSSI) of the installed beacons, users are able to receive notifications from other close proximity beacons by managing the proximity information got from RSSI. This helps the user not to miss any notification he needs to receive. The criteria we need to remember to do so are : there should be an adequate distance of the user from the beacon to receive notification, and to construct this environment, a necessary distance between the neighboring beacons is important.[4] System Architecture As shown in the figure 1, the System is initialised. A customer with a android based application ,designed particularly for proximity marketing installed in his smartphone identified in the first place, then all the surrounding beacons present around the user is scanned and the UUIDs of beacons is got. The UUIDs of the beacons are then transmitted to the server through WiFi. Then the location of the customer is identified using RSSI .later by knowing the customer’s position in the store using the knowledge of the nearest beacon, the related data based on his position is obtained from the database. The Customized Marketing Messages are then generated based on the customer’s Current location and profile. The generated Messages are delivered to the customer and are displayed on android based Smartphone application.[1] Figure 1: System architecture
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 525 I. THE IDEAL WIRELESS TECHNOLOGY FOR OUR SOLUTION The essential requisites for our report are: • Low energy consumption: a battery used, tiny coin-cell batteries, can run for months or years. Moreover, it doesn’t have the risk of draining out of battery and enables the system. • Middle range •High precision, as it takes place in a relatively small navigation areas, superior errors must not occur. • Safe connection. • The positions of various devices are read simultaneously. • Real-time communication: in just few seconds ,the procedure of getting a connection between two devices, data being transferred and the connection shutting down, must be made. • Compatibility: no electromagnetic interference should occur in other sensitive electronics devices, when radio devices coexist to with other radio transceivers • There is a necessity for the system to have the ability to communicate with services like Cellular network and the Internet.[1] II. PROXIMITY MARKETING Every business works hard for customer retention that is to get new customers, maintain the present customers. This retention can be achieved using different marketing methods which include traditional methods and modern methods. The traditional marketing methods may be putting up advertisements in radio, newspapers, websites, television, magazines and multimedia on cell phones etc. As technological revolution took place, modern way of marketing rose into fame called location-based mobile advertising (LBA). Proximity marketing is another name for LBA which provides advertisements according to their geographical location of the users. It consists of location-based services in addition to mobile advertising. These days, location-based advertising is an important and effective marketing tool for both advertisers and customers. As the consumers always carry their smart phones, location-based advertising is time efficient and gives them a better knowledge of specific offers. The reasons of why proximity marketing is effective are 1) Personalized: Knowing what the users are interested in and show them something relevant to their interest based on their location. 2) Timely: one of the main features of LBA ,the ability to target users at specific moments. 3) Targeted: According to an IAB UK study, 46% of people use blocking tools for marketing as it is irrelevant, but when they are targeted, getting blocked is less likely. According to IAB UK study 79% of the respondents said that proximity marketing is an important part of their organization’s marketing strategy.[3] III. The Beacon technology Beacon is a Bluetooth low energy (BLE) based technology, which helps in indoor positioning system. Beacon is low power consuming and cost effective compared to other systems. Beacon transmits data packets during regular intervals of time and smart phones can receive this data. An advertising data packet may consist of four main parts of information as shown in Figure 2:
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 526 • The proximity UUID: a 16-byte string identifier used for differentiation between a large set of related beacons present. • The major number: is used to differentiate a smaller subset of beacons within the larger set. • The minor number: is used for individual beacons identification. Every beacon has a unique minor number, this helps in knowing customer’s position • TX power: used to determine the proximity of the customer to the beacons.[1] Figure 2 : BLE Packet IV. RSSI(Received Signal Strength Indicator) Received Signal Strength Indicator (RSSI) indicates the strength of the beacon's signal in a Smartphone. The strength of the signal depends on the distance and broadcasting Power value. Figure3 shows the received RSSI from mobile phone when beacon is 1m away. RSSI varies vigorously from -61dB to -80dB as shown in the figure3.[2] Figure 3 : RSSI values in 1m distance V. Beacons: Are small in size, cheap devices that transmit minute amounts of data through Bluetooth Low Energy (BLE) up to 50 meters. Beacons are used for indoor location technology as it transmits their identifier (UUID) to nearby smart phones. Beacon is one-way transmitter to the receiving Smartphone with a specific application installed which interacts with the beacons. The use of this component in the system is that it enables receiving device to perform actions when in shorter distance to a beacon and to track users in the store.[1] VI. Smartphone Application: Customers who use the system need to First install Smartphone Android application, then the customer needs to take up a registration stage, which requires them to put up their personal information and their personal preferences and choices. Once the registration is done, the personalized advertising messages and notifications is automatically sent to the customers’ smart phones when they are in near proximity to a beacon information’s is then
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 527 transmitted to the main server using the WIFI or 3G. The data sent is stored in Server database.[1] VII. Server Application: To collect, store and analyze trajectories of customers inside the shop ,an application was proposed. The customers’ purchase records will be updated to the server via the application. The System records the purchases details about the quantity and value of the product bought by each customer. The interaction of the customer with the service provider and the purchase records are stored in server database. A customer has entered the shop after the registration stage, the information regarding the registration details of the customer is transmitted to the server from the customers’ smart phones. Whenever a customer has entered the shop, the Server Application is notified by the customers’ smart phone ,then the system will sends customized advertisement messages to that customer’s smart phone based on his/her preferences and choices.[1] Conclusion Shopping experience can be enhanced, made more pleasurable and efficient for the customers by using proximity marketing. It helps the system admin to enhance their relation with the customers and strengthen their marketing strategy and business planning through promotion plans and personalized services that will satisfy the customer’s needs and improves the loyalty of the customers towards the system[1]. As a future enhancement, we are working on implementing a proximity marketing that can work with IOS platform to deliver an advertisement to the customers to help them get the information in the right time and place. In addition, the required experiments and testing will be provided.[3] References. [1] Dalal ZAIM,Mostafa BELLAFKIH “Bluetooth Low Energy (BLE) Based Geomarketing System” [2] Patrick Dickinson, Gregorz Cielniak, Olivier Szymanezyk, Mike Mannion” Indoor Positioning of Shoppers Using a Network of Bluetooth Low Energy Beacons” [3] Rajat Pugaliya1 , Jaydip Chabhadiya2 , Nirav Mistry3 and Ankit Prajapati4” Smart Shoppe using Beacon [4] Lamya AlBraheem, AmalAl-Abdulkarim, Arwa Al-Dosari, Leena Al-Abdulkarim, Raghad Al- Khudair, Wafa AlJasser, Weam Al-Angari” Smart City Project using Proximity Marketing Technology” [5] Shuhei Hashimoto, Shuhei Yamamoto, Ryo Nishide and Hideyuki Takada ” A Notification Environment Using User-Installed Beacons” [6] Andrew Mackey§ , Petros Spachos§ , Konstantinos N. Plataniotis “Enhanced Indoor Navigation System with Beacons and Kalman Filters”