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Mobile Commerce
and Ubiquitous Computing
Learning Objectives
1. Discuss the value-added attributes, benefits, and
fundamental drivers of m-commerce.
2. Describe the mobile computing infrastructure that
supports m-commerce (devices, software, services).
3. Describe the four major types of wireless
telecommunications networks.
4. Discuss m-commerce applications in banking and
financial services.
5. Describe enterprise applications.
Copyright © 2012 Pearson Education 6-1
Learning Objectives
6. Describe consumer and personal applications of m-
commerce including entertainment.
7. Understand the technologies and potential
applications of location-based m-commerce.
8. Define and describe ubiquitous computing and
sensory networks.
9. Describe the major implementation issues from
security and privacy to barriers of m-commerce.
Copyright © 2012 Pearson Education 6-2
Mobile Commerce: Concepts, Landscape,
Attributes, Drivers, Applications, and Benefits
mobile commerce (m-commerce; m-business)
Any business activity conducted over a wireless
telecommunications network or from mobile devices
THE ATTRIBUTES OF M-COMMERCE
Ubiquity
Convenience
Interactivity
Personalization
Localization
Copyright © 2012 Pearson Education 6-3
Copyright © 2012 Pearson Education 6-4
Mobile Commerce: Concepts, Landscape,
Attributes, Drivers, Applications, and Benefits
DRIVERS OF M-COMMERCE
Widespread availability of more powerful mobile
devices
The handset culture
The service economy
Vendor’s push
The mobile workforce and mobile enterprise
Improved price/performance
Improving bandwidth
Copyright © 2012 Pearson Education 6-5
Mobile Commerce: Concepts, Landscape,
Attributes, Drivers, Applications, and Benefits
AN OVERVIEW OF THE APPLICATIONS OF M-
COMMERCE
1. Field mobility
2. Fleet mobility
3. Warehouse management
4. Direct store delivery (DSD) route accounting
Copyright © 2012 Pearson Education 6-6
Copyright © 2012 Pearson Education 6-7
Mobile Commerce: Concepts, Landscape,
Attributes, Drivers, Applications, and Benefits
THE BENEFITS OF M-COMMERCE
Benefits for Organizations
Benefits for Individuals and Customers
Other Benefits
Copyright © 2012 Pearson Education 6-8
Technical Infrastructure: Components
and Services of Mobile Computing
OVERVIEW OF MOBILE COMPUTING
wireless mobile computing (mobile computing)
Computing that connects a mobile device to a network
or another computing device, anytime, anywhere
Copyright © 2012 Pearson Education 6-9
Copyright © 2012 Pearson Education 6-10
Technical Infrastructure: Components
and Services of Mobile Computing
MOBILE DEVICES
personal digital assistant (PDA)
A stand-alone handheld computer principally used
for personal information management
smartphone
A mobile phone with PC-like capabilities
Tablets
Copyright © 2012 Pearson Education 6-11
Technical Infrastructure: Components
and Services of Mobile Computing
Other Mobile Devices
Smartbooks
Wearable devices
Screen
Camera
Touch-panel display
Keyboard
Speech translator
Watch-like device
RFID (radio frequency
identification)
Scanners
mobile browser
(microbrowser)
Web browser designed for use
on a mobile device optimized
to display Web content most
effectively for small screens
on portable devices
Dashtop mobile
Copyright © 2012 Pearson Education 6-12
Technical Infrastructure: Components
and Services of Mobile Computing
MOBILE COMPUTING SOFTWARE AND SERVICES
mobile portal
A gateway to the Internet optimized for mobility
that aggregates and provides content and
services for mobile users
Content providers
short message service (SMS)
A service that supports the sending and receiving of
short text messages on mobile phones
Copyright © 2012 Pearson Education 6-13
Technical Infrastructure: Components
and Services of Mobile Computing
multimedia messaging service (MMS)
The emerging generation of wireless messaging; MMS is
able to deliver rich media
Location-Based Services
Voice-Support Services
interactive voice response (IVR)
A voice system that enables users to request and receive
information and to enter and change data through a
telephone to a computerized system
voice portal
A website with an audio interface that can be accessed through a
telephone call
Copyright © 2012 Pearson Education 6-14
Technical Infrastructure: Components
and Services of Mobile Computing
WIRELESS TELECOMMUNICATIONS NETWORKS
personal area network (PAN)
A wireless telecommunications network for device-to-
device connections within a very short range
Bluetooth
A set of telecommunications standards that enables
wireless devices to communicate with each other over
short distances
Copyright © 2012 Pearson Education 6-15
Technical Infrastructure: Components
and Services of Mobile Computing
wireless local area network (WLAN)
A telecommunications network that enables users to
make short-range wireless connections to the Internet or
another network
Wi-Fi (wireless fidelity)
The common name used to describe the IEEE 802.11
standard used on most WLANs
Copyright © 2012 Pearson Education 6-16
Technical Infrastructure: Components
and Services of Mobile Computing
WiMAX
A wireless standard (IEEE 802.16) for making broadband
network connections over a medium-size area such as a
city
wireless wide area network (WWAN)
A telecommunications network that offers wireless
coverage over a large geographical area, typically over a
cellular phone network
Copyright © 2012 Pearson Education 6-17
Copyright © 2012 Pearson Education 6-18
Copyright © 2012 Pearson Education 6-19
Mobile Financial Applications
mobile banking
Performing banking activities such as balance checks,
account transactions, payments, credit applications,
etc., via a mobile device
OTHER FINANCIAL-RELATED MOBILE
APPLICATIONS
Mobile Stock Trading
Real Estate
Copyright © 2012 Pearson Education 6-20
Mobile Enterprise Solutions
DEFINING MOBILE ENTERPRISE
mobile enterprise
Application of mobile computing inside the enterprise (e.g.,
for improved communication among employees)
THE FRAMEWORK AND CONTENT OF MOBILE
ENTERPRISE APPLICATIONS
The sales application
The support application
The service application
mobile worker
Any employee who is away from his or her primary work space
at least 10 hours a week or 25 percent of the time
Copyright © 2012 Pearson Education 6-21
Mobile Enterprise Solutions
Benefits of
Mobile Workforce Support
Challenges of
Mobile Workforce Support
Sales force automation
Field force automation
Mobile office applications
Mobile CRM (e-CRM) and
PRM(patient relationship
management)
Network coverage gaps and
interruptions
Internetwork roaming
Device and network
management
Bandwidth management
Copyright © 2012 Pearson Education 6-22
Mobile Enterprise Solutions
FLEET AND TRANSPORTATION MANAGEMENT
Fleet Maintenance
Tracking People and Vehicles
Transportation Management
Copyright © 2012 Pearson Education 6-23
Copyright © 2012 Pearson Education 6-24
Mobile Enterprise Solutions
MOBILE APPLICATIONS IN WAREHOUSES
Typical Mobile Devices Used in Warehouses
Vehicle mount solutions
Handheld solutions
Hands-free and voice solutions
Other solutions
OTHER ENTERPRISE MOBILE APPLICATIONS
iPad in the Enterprise
Copyright © 2012 Pearson Education 6-25
Mobile Entertainment
and Other Consumer Services
mobile entertainment
Any type of leisure activity that utilizes wireless
telecommunication networks, interacts with service
providers, and incurs a cost upon usage
MOBILE MUSIC AND VIDEO PROVIDERS
MOBILE GAMES
Hurdles for Growth
MOBILE GAMBLING
MOBILITY AND SPORTS
Copyright © 2012 Pearson Education 6-26
Mobile Entertainment
and Other Consumer Services
SERVICE INDUSTRY CONSUMER APPLICATIONS
Health Care
Hospitality Management
Public Safety and Crime Prevention
Other Industries
Copyright © 2012 Pearson Education 6-27
Location-Based Mobile Commerce
location-based m-commerce (l-commerce)
Delivery of m-commerce transactions to individuals in
a specific location, at a specific time
real-time location system (RTLS)
Systems used to track and identify the location of
objects in real time
Copyright © 2012 Pearson Education 6-28
Location-Based Mobile Commerce
L-COMMERCE INFRASTRUCTURE
Mobile devices
Communication network
Positioning component
Service or application provider
Data or content provider
Copyright © 2012 Pearson Education 6-29
Copyright © 2012 Pearson Education 6-30
Location-Based Mobile Commerce
geolocation
The process of automatically identifying a Web user’s
physical location without that user having to provide
any information
network-based positioning
Relies on base stations to find the location of a mobile
device sending a signal or sensed by the network
Copyright © 2012 Pearson Education 6-31
Location-Based Mobile Commerce
terminal-based positioning
Calculating the location of a mobile device from
signals sent by the device to base stations
global positioning system (GPS)
A worldwide satellite-based tracking system that
enables users to determine their position anywhere on
the earth
Copyright © 2012 Pearson Education 6-32
Location-Based Mobile Commerce
Location-Based Data
Locating
Navigating
Searching
Identifying
Event checking
geographical information system (GIS)
A computer system capable of integrating, storing,
editing, analyzing, sharing, and displaying
geographically referenced (spatial) information
Copyright © 2012 Pearson Education 6-33
Location-Based Mobile Commerce
location-based service (LBS)
An information service accessible from and to mobile
devices through a mobile network utilizing the ability to
make use of the geographical position of the mobile device
to deliver a service to the user
automatic vehicle location (AVL)
A means for automatically determining the geographic
location of a vehicle and transmitting the information to a
request
social location-based marketing
Marketing activities that are related to social behavior and are
related to social networking activities
Copyright © 2012 Pearson Education 6-34
Location-Based Mobile Commerce
BARRIERS TO LOCATION-BASED M-COMMERCE
Lack of GPS in mobile phones
Accuracy of devices
The cost–benefit justification
Limited network bandwidth
Invasion of privacy
Copyright © 2012 Pearson Education 6-35
Ubiquitous (Pervasive) Computing
and Sensory Networks
ubiquitous computing (ubicom)
Computing capabilities that are being embedded into
the objects around us, which may be mobile or
stationary
pervasive computing
Computing capabilities embedded in the environment
but typically not mobile
Copyright © 2012 Pearson Education 6-36
Ubiquitous (Pervasive) Computing
and Sensory Networks
Principles of Pervasive Computing
Decentralization
Diversification
Connectivity
Simplicity
context-aware computing
Application’s ability to detect and react to a set of
environmental variables that is described as context
(which can be sensor information or other data
including users’ attitudes)
Internet of Things
Copyright © 2012 Pearson Education 6-37
Ubiquitous (Pervasive) Computing
and Sensory Networks
SMART APPLICATION: GRID, HOMES, CARS, AND
MORE
smart grid
An electricity network managed by utilizing digital
technology
Copyright © 2012 Pearson Education 6-38
Copyright © 2012 Pearson Education 6-39
Ubiquitous (Pervasive) Computing
and Sensory Networks
Smart Homes and Appliances
Lighting
Energy management
Water control
Home security and communication
Home entertainment
Smart appliances
Smart and Driverless Cars
Copyright © 2012 Pearson Education 6-40
Ubiquitous (Pervasive) Computing
and Sensory Networks
radio frequency identification (RFID)
A short-range radio frequency communication
technology for remotely storing and retrieving data
using devices called RFID tags and RFID readers
sensor network
A collection of nodes capable of environmental sensing,
local computation, and communication with its peers or
with other higher performance nodes
Smart Sensor Applications
PRIVACY ISSUES IN UBIQUITOUS COMPUTING
Copyright © 2012 Pearson Education 6-41
Implementation Issues
in Mobile Commerce
M-COMMERCE SECURITY AND PRIVACY ISSUES
TECHNOLOGICAL BARRIERS TO M-COMMERCE
FAILURES IN MOBILE COMPUTING AND M-
COMMERCE
ETHICAL, LEGAL, PRIVACY, AND HEALTH ISSUES
IN M-COMMERCE
MOBILITY MANAGEMENT
Copyright © 2012 Pearson Education 6-42
Managerial Issues
1. What is your m-commerce strategy?
2. What is your implementation timetable?
3. Are there any clear technical winners?
4. Which applications should be implemented first?
Copyright © 2012 Pearson Education 6-43
Summary
1. M-commerce, its value-added attributes, and
fundamental drivers
2. The mobile computing environment that supports
m-commerce
3. The type of networks that support mobile devices
4. Financial applications
Copyright © 2012 Pearson Education 6-44
Summary
5. Mobile enterprise solutions
6. Consumer and personal applications and mobile
entertainment
7. Location-based commerce
8. Ubiquitous computing and sensory systems
9. Security and other implementation issues
Copyright © 2012 Pearson Education 6-45
Copyright © 2012 Pearson Education 6-46
All rights reserved. No part of this publication may be reproduced, stored in a
retrieval system, or transmitted, in any form or by any means, electronic,
mechanical, photocopying, recording, or otherwise, without the prior written
permission of the publisher. Printed in the United States of America.
Copyright © 2012 Pearson Education

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Mobile commerce

  • 2. Learning Objectives 1. Discuss the value-added attributes, benefits, and fundamental drivers of m-commerce. 2. Describe the mobile computing infrastructure that supports m-commerce (devices, software, services). 3. Describe the four major types of wireless telecommunications networks. 4. Discuss m-commerce applications in banking and financial services. 5. Describe enterprise applications. Copyright © 2012 Pearson Education 6-1
  • 3. Learning Objectives 6. Describe consumer and personal applications of m- commerce including entertainment. 7. Understand the technologies and potential applications of location-based m-commerce. 8. Define and describe ubiquitous computing and sensory networks. 9. Describe the major implementation issues from security and privacy to barriers of m-commerce. Copyright © 2012 Pearson Education 6-2
  • 4. Mobile Commerce: Concepts, Landscape, Attributes, Drivers, Applications, and Benefits mobile commerce (m-commerce; m-business) Any business activity conducted over a wireless telecommunications network or from mobile devices THE ATTRIBUTES OF M-COMMERCE Ubiquity Convenience Interactivity Personalization Localization Copyright © 2012 Pearson Education 6-3
  • 5. Copyright © 2012 Pearson Education 6-4
  • 6. Mobile Commerce: Concepts, Landscape, Attributes, Drivers, Applications, and Benefits DRIVERS OF M-COMMERCE Widespread availability of more powerful mobile devices The handset culture The service economy Vendor’s push The mobile workforce and mobile enterprise Improved price/performance Improving bandwidth Copyright © 2012 Pearson Education 6-5
  • 7. Mobile Commerce: Concepts, Landscape, Attributes, Drivers, Applications, and Benefits AN OVERVIEW OF THE APPLICATIONS OF M- COMMERCE 1. Field mobility 2. Fleet mobility 3. Warehouse management 4. Direct store delivery (DSD) route accounting Copyright © 2012 Pearson Education 6-6
  • 8. Copyright © 2012 Pearson Education 6-7
  • 9. Mobile Commerce: Concepts, Landscape, Attributes, Drivers, Applications, and Benefits THE BENEFITS OF M-COMMERCE Benefits for Organizations Benefits for Individuals and Customers Other Benefits Copyright © 2012 Pearson Education 6-8
  • 10. Technical Infrastructure: Components and Services of Mobile Computing OVERVIEW OF MOBILE COMPUTING wireless mobile computing (mobile computing) Computing that connects a mobile device to a network or another computing device, anytime, anywhere Copyright © 2012 Pearson Education 6-9
  • 11. Copyright © 2012 Pearson Education 6-10
  • 12. Technical Infrastructure: Components and Services of Mobile Computing MOBILE DEVICES personal digital assistant (PDA) A stand-alone handheld computer principally used for personal information management smartphone A mobile phone with PC-like capabilities Tablets Copyright © 2012 Pearson Education 6-11
  • 13. Technical Infrastructure: Components and Services of Mobile Computing Other Mobile Devices Smartbooks Wearable devices Screen Camera Touch-panel display Keyboard Speech translator Watch-like device RFID (radio frequency identification) Scanners mobile browser (microbrowser) Web browser designed for use on a mobile device optimized to display Web content most effectively for small screens on portable devices Dashtop mobile Copyright © 2012 Pearson Education 6-12
  • 14. Technical Infrastructure: Components and Services of Mobile Computing MOBILE COMPUTING SOFTWARE AND SERVICES mobile portal A gateway to the Internet optimized for mobility that aggregates and provides content and services for mobile users Content providers short message service (SMS) A service that supports the sending and receiving of short text messages on mobile phones Copyright © 2012 Pearson Education 6-13
  • 15. Technical Infrastructure: Components and Services of Mobile Computing multimedia messaging service (MMS) The emerging generation of wireless messaging; MMS is able to deliver rich media Location-Based Services Voice-Support Services interactive voice response (IVR) A voice system that enables users to request and receive information and to enter and change data through a telephone to a computerized system voice portal A website with an audio interface that can be accessed through a telephone call Copyright © 2012 Pearson Education 6-14
  • 16. Technical Infrastructure: Components and Services of Mobile Computing WIRELESS TELECOMMUNICATIONS NETWORKS personal area network (PAN) A wireless telecommunications network for device-to- device connections within a very short range Bluetooth A set of telecommunications standards that enables wireless devices to communicate with each other over short distances Copyright © 2012 Pearson Education 6-15
  • 17. Technical Infrastructure: Components and Services of Mobile Computing wireless local area network (WLAN) A telecommunications network that enables users to make short-range wireless connections to the Internet or another network Wi-Fi (wireless fidelity) The common name used to describe the IEEE 802.11 standard used on most WLANs Copyright © 2012 Pearson Education 6-16
  • 18. Technical Infrastructure: Components and Services of Mobile Computing WiMAX A wireless standard (IEEE 802.16) for making broadband network connections over a medium-size area such as a city wireless wide area network (WWAN) A telecommunications network that offers wireless coverage over a large geographical area, typically over a cellular phone network Copyright © 2012 Pearson Education 6-17
  • 19. Copyright © 2012 Pearson Education 6-18
  • 20. Copyright © 2012 Pearson Education 6-19
  • 21. Mobile Financial Applications mobile banking Performing banking activities such as balance checks, account transactions, payments, credit applications, etc., via a mobile device OTHER FINANCIAL-RELATED MOBILE APPLICATIONS Mobile Stock Trading Real Estate Copyright © 2012 Pearson Education 6-20
  • 22. Mobile Enterprise Solutions DEFINING MOBILE ENTERPRISE mobile enterprise Application of mobile computing inside the enterprise (e.g., for improved communication among employees) THE FRAMEWORK AND CONTENT OF MOBILE ENTERPRISE APPLICATIONS The sales application The support application The service application mobile worker Any employee who is away from his or her primary work space at least 10 hours a week or 25 percent of the time Copyright © 2012 Pearson Education 6-21
  • 23. Mobile Enterprise Solutions Benefits of Mobile Workforce Support Challenges of Mobile Workforce Support Sales force automation Field force automation Mobile office applications Mobile CRM (e-CRM) and PRM(patient relationship management) Network coverage gaps and interruptions Internetwork roaming Device and network management Bandwidth management Copyright © 2012 Pearson Education 6-22
  • 24. Mobile Enterprise Solutions FLEET AND TRANSPORTATION MANAGEMENT Fleet Maintenance Tracking People and Vehicles Transportation Management Copyright © 2012 Pearson Education 6-23
  • 25. Copyright © 2012 Pearson Education 6-24
  • 26. Mobile Enterprise Solutions MOBILE APPLICATIONS IN WAREHOUSES Typical Mobile Devices Used in Warehouses Vehicle mount solutions Handheld solutions Hands-free and voice solutions Other solutions OTHER ENTERPRISE MOBILE APPLICATIONS iPad in the Enterprise Copyright © 2012 Pearson Education 6-25
  • 27. Mobile Entertainment and Other Consumer Services mobile entertainment Any type of leisure activity that utilizes wireless telecommunication networks, interacts with service providers, and incurs a cost upon usage MOBILE MUSIC AND VIDEO PROVIDERS MOBILE GAMES Hurdles for Growth MOBILE GAMBLING MOBILITY AND SPORTS Copyright © 2012 Pearson Education 6-26
  • 28. Mobile Entertainment and Other Consumer Services SERVICE INDUSTRY CONSUMER APPLICATIONS Health Care Hospitality Management Public Safety and Crime Prevention Other Industries Copyright © 2012 Pearson Education 6-27
  • 29. Location-Based Mobile Commerce location-based m-commerce (l-commerce) Delivery of m-commerce transactions to individuals in a specific location, at a specific time real-time location system (RTLS) Systems used to track and identify the location of objects in real time Copyright © 2012 Pearson Education 6-28
  • 30. Location-Based Mobile Commerce L-COMMERCE INFRASTRUCTURE Mobile devices Communication network Positioning component Service or application provider Data or content provider Copyright © 2012 Pearson Education 6-29
  • 31. Copyright © 2012 Pearson Education 6-30
  • 32. Location-Based Mobile Commerce geolocation The process of automatically identifying a Web user’s physical location without that user having to provide any information network-based positioning Relies on base stations to find the location of a mobile device sending a signal or sensed by the network Copyright © 2012 Pearson Education 6-31
  • 33. Location-Based Mobile Commerce terminal-based positioning Calculating the location of a mobile device from signals sent by the device to base stations global positioning system (GPS) A worldwide satellite-based tracking system that enables users to determine their position anywhere on the earth Copyright © 2012 Pearson Education 6-32
  • 34. Location-Based Mobile Commerce Location-Based Data Locating Navigating Searching Identifying Event checking geographical information system (GIS) A computer system capable of integrating, storing, editing, analyzing, sharing, and displaying geographically referenced (spatial) information Copyright © 2012 Pearson Education 6-33
  • 35. Location-Based Mobile Commerce location-based service (LBS) An information service accessible from and to mobile devices through a mobile network utilizing the ability to make use of the geographical position of the mobile device to deliver a service to the user automatic vehicle location (AVL) A means for automatically determining the geographic location of a vehicle and transmitting the information to a request social location-based marketing Marketing activities that are related to social behavior and are related to social networking activities Copyright © 2012 Pearson Education 6-34
  • 36. Location-Based Mobile Commerce BARRIERS TO LOCATION-BASED M-COMMERCE Lack of GPS in mobile phones Accuracy of devices The cost–benefit justification Limited network bandwidth Invasion of privacy Copyright © 2012 Pearson Education 6-35
  • 37. Ubiquitous (Pervasive) Computing and Sensory Networks ubiquitous computing (ubicom) Computing capabilities that are being embedded into the objects around us, which may be mobile or stationary pervasive computing Computing capabilities embedded in the environment but typically not mobile Copyright © 2012 Pearson Education 6-36
  • 38. Ubiquitous (Pervasive) Computing and Sensory Networks Principles of Pervasive Computing Decentralization Diversification Connectivity Simplicity context-aware computing Application’s ability to detect and react to a set of environmental variables that is described as context (which can be sensor information or other data including users’ attitudes) Internet of Things Copyright © 2012 Pearson Education 6-37
  • 39. Ubiquitous (Pervasive) Computing and Sensory Networks SMART APPLICATION: GRID, HOMES, CARS, AND MORE smart grid An electricity network managed by utilizing digital technology Copyright © 2012 Pearson Education 6-38
  • 40. Copyright © 2012 Pearson Education 6-39
  • 41. Ubiquitous (Pervasive) Computing and Sensory Networks Smart Homes and Appliances Lighting Energy management Water control Home security and communication Home entertainment Smart appliances Smart and Driverless Cars Copyright © 2012 Pearson Education 6-40
  • 42. Ubiquitous (Pervasive) Computing and Sensory Networks radio frequency identification (RFID) A short-range radio frequency communication technology for remotely storing and retrieving data using devices called RFID tags and RFID readers sensor network A collection of nodes capable of environmental sensing, local computation, and communication with its peers or with other higher performance nodes Smart Sensor Applications PRIVACY ISSUES IN UBIQUITOUS COMPUTING Copyright © 2012 Pearson Education 6-41
  • 43. Implementation Issues in Mobile Commerce M-COMMERCE SECURITY AND PRIVACY ISSUES TECHNOLOGICAL BARRIERS TO M-COMMERCE FAILURES IN MOBILE COMPUTING AND M- COMMERCE ETHICAL, LEGAL, PRIVACY, AND HEALTH ISSUES IN M-COMMERCE MOBILITY MANAGEMENT Copyright © 2012 Pearson Education 6-42
  • 44. Managerial Issues 1. What is your m-commerce strategy? 2. What is your implementation timetable? 3. Are there any clear technical winners? 4. Which applications should be implemented first? Copyright © 2012 Pearson Education 6-43
  • 45. Summary 1. M-commerce, its value-added attributes, and fundamental drivers 2. The mobile computing environment that supports m-commerce 3. The type of networks that support mobile devices 4. Financial applications Copyright © 2012 Pearson Education 6-44
  • 46. Summary 5. Mobile enterprise solutions 6. Consumer and personal applications and mobile entertainment 7. Location-based commerce 8. Ubiquitous computing and sensory systems 9. Security and other implementation issues Copyright © 2012 Pearson Education 6-45
  • 47. Copyright © 2012 Pearson Education 6-46 All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the publisher. Printed in the United States of America. Copyright © 2012 Pearson Education