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International Journal of Trend in Scientific Research and Development (IJTSRD)
Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021
Organized by: Uttaranchal Institute of Technology, Uttaranchal University, Dehradun
Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 18
Adaptive & Personalized Fitness App
Mayank Sharma Dixit1, Mohammad Shad1, Arman Tyagi1, Abdul Qadir1, Mr. Dev Baloni2
1Student, 2Assistant Professor,
1,2Computer Science & Engineering, Uttaranchal University, Dehradun, Uttarakhand, India
ABSTRACT
Project delivery is a robust application called the ADAPTATION &
PERSONALIZED FITNESS APP. which will provide three main modules for
users to use. First, users can do exercise wherever they like by using the
Exercise section where it contains different types of exercises and exercises
that can help them and help them live a healthier life.
However, a healthy lifestyle cannot be done entirelywith exercisebecausethe
role of diet is also very important. Users will be able to keep track ofwhatthey
have eaten and eat the right foods by looking at the statistics related to their
bodies in the diet category. Finally, users can do yoga at home.
Basically, all of the above activities are intended to help users stay away from
serious illnesses so that they can enjoy a healthier life with their loved ones.
For a clearer picture of fitness apps, there is a fitness app updated for this
project which is Runtastic Running & Fitness.Therefore,thelifecyclemodel of
repetition and multiplication is adopted in this project in order to determine
the feasibility. Few needs cycles, design and implementation phases will pass
while other features will be added to the application up to the project.
KEYWORDS: Health, Fitness, diet and lifestyle
How to cite this paper: Mayank Sharma
Dixit | Mohammad Shad | Arman Tyagi |
Abdul Qadir | Mr. Dev Baloni "Adaptive &
Personalized Fitness App" Published in
International Journal ofTrendinScientific
Research and Development (ijtsrd), ISSN:
2456-6470, Special
Issue | International
Conference on
Advances in
Engineering, Science
and Technology –
2021, May 2021,
pp.18-21, URL:
www.ijtsrd.com/papers/ijtsrd42460.pdf
Copyright © 2021 by author(s) and
International Journal ofTrendinScientific
Research and Development Journal. This
is an Open Access article distributed
under the terms of
the Creative
CommonsAttribution
License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
1. INTRODUCTION OF ADAPTIVE FITNESS
The frustrating aspect of stamina is that the results are not
immediately obvious, since they must be months and years
away. Therefore, one of the problems affecting society these
days is that they have poor tracking abilitywhenitisdifficult
to keep track of their exercise statistics such as calories,
distance traveled, speed, and steps taken. It is almost
impossible to keep track of all these statistics for a number
of reasons such as the lack of measuring tools and the effort
to do the job consistently that will cause them to give up in
the end. Some of them find it very difficult to motivate and
continue to exercise regularlybecauseexerciseiscompletely
voluntary. Besides, people should not forget that food plays
an important role in achieving a healthy lifestylebutitisalso
a difficult task when it comes to storing the food they eat
depending on what they eat and how muchtheyspendevery
day. Therefore, all of the problems mentioned above lead to
the construction of this project. By building this fitness app
called Fitness Freak, people can keep track of their daily
fitness level with the app by monitoring previously
completed exercise numbers and adjusting the correct
routes, where the app will play a role in helping users' daily
lives while providing information such as diet, exercise and
more.
1.1. Project Scope
After discussing the above problems, project delivery is a
solid mobile app called Fitness Freakinuserscanusetheapp
to keep track of their exercise, food and water such as
calories, distance traveled, nutrients consumed, volume to
drink water, and so on. In the meantime, tons of information
will be available on the mobile app so that users can be
provided with practical and practical health tips to make
their lives healthier. There are many details of the modules
and features involved in this project as shown below
Recipes module:-
This module allows the user to take healthy food and have a
recipe for cooking videos with videos. According to this app
the user can make a good eating process, which is very
helpful in his health.
Gym module:-
This module has the first two parts one is the upper body
module and the second is the lower body module, in the
upper body module you can do high exercise such as chest,
biceps, back, shoulders, triceps and lower body module you
can exercise the legs
IJTSRD42460
Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021 (ICAEST-21)
Available online @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 19
Yoga module:-
This module has two parts one is Adaptability and the other
is Stress Reduction, yoga module helps you lose focus and
helps reduce stress, this module is very helpful for *** heat.
Programs:-
This module has special cardio programs, cardio exercises
for abs or abortion ***, this module has three types of
module One Upper body toning, Second Lower body cardio,
third At-Home Abs Workout .
1.2. Project Objectives
The objectives of the project are specified, the first objective
is that users will be able to track their current exercise, food
and water through the continuous use of the app, thismeans
that all information related to their health, will be entered
and stored in a database for continuous process and shown
to users where needed. Users can have a better view of their
lives because they can keep track and view the information
stored in an orderly fashion. There are 4 main modules in
the app, namely Gym, Yoga, Ripes and ModuleProgramsthat
aim to support and help users live a healthier life because
each category enters and provides different information to
users. As such, the second goal is to help users get used to
exercising and maintainingtheirdietshouldalwaysbebased
on analyzed results from the data stored in the database by
encouraging them with extreme motivation. Obviously, that
can be a big problem if people eat whatever they want and
eat a lot of calories every day but don’t do enough exercise,
obesity and other chronic illnesses that came to them
recently. The fact is that a person eats more than his body
needs and should feel satisfied insteadoffocusingonthe end
of the meal.
Finally, the biggest problem that needs to be addressed with
this program is lack of knowledge and motivation. People
often do not provide enough information to adhere to the
latest health information and get a clear idea of what to do
and how to access it.
1.3. Impact, Significance, and Contribution
The eligibility app to be developed will be able to track user
data such as food, recipes, statistics,etc.aftercontinuoususe
of the app. There is a dedicated section that shows all kinds
of statistics in a systematic way for users whenever they
wish to view details about their progress. On the otherhand,
people today do not even know the full scope of their
condition, which is the emergence of chronic diseases.
Speaking of user health, the final delivery of this project is to
encourage and motivate users to lead a healthy lifestyle
through a built-in social media platform and the concept of
naming as leaderboards so that they do not think exercise is
meaningless when there is no internal motivation.
1.4. Background Information
People often overlook the importance of maintaining their
dignity at a higher level or higher in today's society. Obesity
and other diseases come in without much warning because
people are always busy with their jobs and their health, all
they can take care of is the money they earn and the people
they love. All of these diseases should be considered as the
growth of diseases is inevitable and highly protected by
lifestyle changes (World Health Organization, 2000). Even
though they see the danger they face, they do not have
enough time to rest or encourage them to die from serious
illness. So, the app to strengthen the solution tothisproblem
because the personal thing that is closest to modern people
is the smartphone and mobile apps installed inside it.
2. LITERATURE REVIEW
2.1. Runtastic Running & Fitness
This app is built by Runtastic, it is a running tracker that
turns the tracker so that users can track their runs and see
their progress while completingtheirfitnessgoals.Theapp's
main screen features a dashboard-like monitorthatdisplays
performance-related values such as length, distance,
calories, height, clock, and steps. Users will be able to track
prices and location as they run or run on the current route,
in this app includes a pedometerwhichalsotracksyourdaily
steps.
2.2. The Role of Social Media on Motivating People to
Exercise More
Social influences from anonymous peers on the Internet are
far more effective than promotional messages for the
development of exercise. The study conducted a study by
dividing a group of people into 2groups,namelypeergroups
and health groups. Peer groups receive promotional
messages such as motivational exercise videos and sketches
containing tips and tips for fitness while healthy groups of
buddies are exposed to social media with other peers.
Notes regarding resilience achievements and progresswere
regularly exchanged by members of a peer group who were
unfamiliar with each other. For example, a person will be
notified by email when other people sign up for yoga.
However, the results were not impressive enough as people
lost their motivation after some time. In contrast, significant
growth was observed in health-care groups as members
were connected to peer-to-peer networks. As a result, good
work ethic can be promoted by connecting the user to each
other on social media.
3. PROPOSED WORK
3.1. Methodology:-
3.1.1. Waterfall Methodology:-
Waterfall method is a popular methodology among the
traditional software methods while it consists of several
sequential phases as shown in Figure 4.1 below:
Figure 4.1 Waterfall method
Each stage must be completed before moving on to the next
stage to ensure that all the goals can be achieved. However,
the process cannot be reversed because all operations are
performed in line flow in the specified sequence. In terms of
Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021 (ICAEST-21)
Available online @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 20
benefits, the waterfall method is easy to understand and
works on many projects because of its robust nature. Unlike
other time-consuming routes, the waterfall route saves a lot
of time because there is only one road system. However,this
approach does not allow it to be organized in the testing
phase and makes the tasks much more difficult for
developers. And it is not possible to get a project result as
prototypes or models are not needed during the project
3.1.2. Rapid Application Development:-
Rapid Application Development is an abbreviated
development process that produces a high quality system
with low investment costs. The investment cost of the
system is low because the RAD allows for quick adjustment
during the process development process. In addition, this
approach can be divided into four categories, namely needs
requirements, user design, construction and cutover as
shown in Figure 4.2 below. RAD is designed to engage the
user in a program development process while highlighting
active user participation. Interestingly, the user and
construction stages will be repeated until clients agree that
all requirements are met. In terms of benefits, engineerswill
assist clients in taking quick updatessothattheycanprovide
their key developer errors as customer feedback is always
encouraged to improve.
Figure 4.2 Rapid application development
3.1.3. Iterative and Incremental Methodology:-
This approach utilizes the breakdown of the developmental
life cycle which will be the small and practical modulesofthe
project. Thereafter, the entire module will go through the
requirements, construction, implementation, and testing
stages so that the quality of each module is guaranteed.
Additional features and functions will be added to the
module more and more as the module goes through each
cycle and the module will be integratedorfurtherdeveloped
until the project is completed. There are several advantages
to this method, the first advantage is the time to make the
operating software much shorter and much smaller in the
SDLC because some stages of the life cycle have to be
repeated several times until the project is completed.
Besides, it is also easy to check and correct errors during
each cycle as the module is divided intosmallerpieces which
will lead to a shorter developmenttime.Inaddition,therisks
are easy to control because of the nature of this approach as
risks are identified and adjusted in advance during each
cycle. In terms of change, this model also makes the chances
of change or need less expensive duetothechangingnature.
Figure 4.3: Iterative and incremental methodology
3.1.4. Selection of Development Methodology:-
In view of the methods discussed above, the repetition and
addition methods will be chosen to make this project
because the size of this project is very large. The program
can be divided into a few modules so that the development
process is more complex compared to the rest of the system.
The short duration of the project is one of the reasons for
choosing this approach as it is a flexible environment that
allows for a change in needs throughout the development
process, if possible. After that, after passing a few cycles of
construction and development, testing, and implementation
process, some features will be added to the project further
and final construction will be the delivery of a project called
ADAPTIVE & PERSONALIZED FITNESS mobile application.
3.2. Development Tools:-
The project scope mentioned above has stated that the
deliverable of this project will be a fitnessmobileapplication
that enables the users to practice a healthy lifestyle. Thus,
this section will discuss about the system requirements that
are essential to the deliverable. The tools thataregoingtobe
used in this project will be discussed below:
1. Android Studio:-
Delivery will be compiled using Android Studio. The main
reason is a simple, easy-to-navigate built-in user interface
that allows for great efficiency while developingthisproject.
In addition, a software development kit (SDK) that is
essential for mobile application development is also
provided to the software so that developers do not have to
search elsewhere. It is also very stable compared to other
IDEs like Eclipse because the hardware requirements for
Android Studio are very low so they will not always be
cracked or unresponsive. As such, the featuresandfunctions
contained in Android Studio also exceed the current level of
project development because it is a state-of-the-artsoftware
used by millions of Android developers around the world.
2. Android Virtual Device & Smartphone:-
Also known as Android Emulator and smartphone will be
used as fully mobile device testing tools throughout the
project development process.
3. Firebase
Firebase is a platform developed by Google that supports
iOS, Android, Unity, the web, allowing developerstodevelop
applications with great integration and interoperability
between different platforms. Many products.
3.3. Implementation Issues and Challenges :-
There have beena numberof implementationchallengesand
challenges encountered in this project which have slowed
down progress and the current technical skills have
intervened to overcome the problems. First and foremost,
Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021 (ICAEST-21)
Available online @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 21
because the application requires a server side configuration
to access and store data in a database, it was difficult to
configure the server without basic knowledge of steps and
processes. After searching the Internet for a solution, the
issues were finally resolved but that resultsinaninvestment
of the most valuable time in the process.
On the other hand, there are some modules in the app that
include complex Android encoding when it comes to key
functions such as location reporting. This function requires
certain APIs that were previouslyuneducated becausethisis
not included in the course syllabus. In addition, the
animation contained in the app makes the task very difficult
because the animation results were difficult to achieve with
limited knowledge and experience but those effects can
make the app look appealing to the user. However, after
some trials and errors, the challenges have finally been
resolved.
CONCLUSION
In fact, some modern-day citizens do not have the proper
exercise habits and find it difficult to keep track of their
physical development for a variety of reasons,suchaslack of
knowledge and experience. It is also fair to say that theyalso
have a job, as if you are not stressed enough to balance their
jobs and healthy lives. Clearly, the lossofmotivationisoneof
the biggest problems that people tend to stop exercising
regularly. That means people will feel bored as they can no
longer be motivated unless there is an incentive to re-
motivate them to make more effort. That being said, only
people who are determined and active insomewaycankeep
their heads up to stay healthy without the need for the help
of a firm app.
REFERENCES:
[1] Warburton DE,Gledhill N,QuinneyA.Musculoskeletal
fitness and health. Can J Appl Physiol 2001; 26: 217-
37.
[2] Ray Schroeder, “Adaptive Learning to Personalized
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[3] Razzaque, M. S. (2018). Sunlight exposure: Do health
benefits outweigh harm? The Journal of Steroid
Biochemistry and Molecular Biology, 175, 44-488.
[4] Bouchard C, Shephard RJ. Physical activityfitnessand
health: the model and key concepts. In: Bouchard C,
Shephard RJ, Stephens T, editors. Physical activity
fitness and health: International proceedings and
consensus statement. Champaign (IL): Human
Kinetics; 1994. p. 77-88
[5] McAuley E. Physical activity and psychosocial
outcomes. In: Bouchard C, Shephard RJ, Stephens T,
editors. Physical activity, fitness and health: the
consensus knowledge. Champaign (IL): Human
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[6] Blair SN, Cheng Y, Holder JS. Is physical activity or
physical fitness more important in defining health
benefits? [Discussion S419-20]. Med Sci Sports Exerc
2001; 33: S379-99.
[7] Blair SN, Kohl HW, Paffenbarger RS Jr, et al. Physical
fitness and all-cause mortality. A prospectivestudyof
healthy men and women.
[8] Warburton DE, Gledhill N, Quinney A. The effects of
changes in musculoskeletal fitness on health. Can J
Appl Physiol 2001; 26: 161-216
[9] Morris JN, Heady JA, Raffle PA, et al. Coronary heart-
disease and physical activity of work. Lancet 1953;
265: 1111-20.
[10] Macera CA, Hootman JM, Sniezek JE. Major public
health benefits of physical activity. Arthritis Rheum
2003; 49: 122-8
[11] Oguma Y, Shinoda-Tagawa T. Physical activity
decreases cardiovascular disease risk in women:
review and meta-analysis. Am J Prev Med 2004; 26:
407-18
[12] Franklin BA, Swain DP, Shephard RJ. New insights in
the prescription of exercise for coronary patients. J
Cardiovasc Nurs 2003; 18: 116-23.
[13] Knowler WC, Barrett-Connor E, Fowler SE, et al.
Reduction in the incidence of type 2 diabetes with
lifestyle intervention or metformin. N Engl J Med
2002; 346: 393-403.
[14] Dunstan DW, Daly RM, Owen N, et al. High-intensity
resistance trainingimproves glycemiccontrol inolder
patients with type 2 diabetes. Diabetes Care2002;25:
1729-36
[15] Cauza E, Hanusch-Enserer U, Strasser B, et al. The
relative benefits of endurance and strength training
on the metabolic factors and muscle function of
people with type 2 diabetes mellitus. Arch Phys Med
Rehabil 2005; 86: 1527-33.
[16] Sesso HD, Paffenbarger RS Jr, Lee IM. Physical activity
and breast cancer risk in the College Alumni Health
Study (United States). Cancer Causes Control 1998; 9:
433-9.
[17] Adamsen L, Midtgaard J, Rorth M, et al. Feasibility,
physical capacity, and health benefits of a
multidimensional exercise program for cancer
patients undergoing chemotherapy. Support Care
Cancer 2003; 11: 707-16.
[18] M. Diwakar, A. Tripathi, K. Joshi et al.,Latesttrendson
heart disease prediction using machine learning and
image fusion, Materials Today: Proceedings,
https://doi.org/10.1016/j.matpr.2020.09.078
[19] Please cite this article as: M. Diwakar, A. Tripathi, K.
Joshi et al., A comparative review: Medical image
fusion using SWT and DWT, Materials Today:
Proceedings,
https://doi.org/10.1016/j.matpr.2020.09.278
[20] Tripathi, A., Sharma, R., Memoria, M., Joshi, K.,
Diwakar, M., Singh, P. A Review Analysis on Face
Recognition System with User Interface System.
Journal of Physics: Conference Series- Volume-1854
(2021) 012024, doi:10.1088/1742-
6596/1854/1/012024(Amrendra Tripathietal 2021
J. Phys.: Conf. Ser. 1854 012024)
[21] Diwakar, M., Sharma, K., Dhaundiyal, R., Bawane, S.,
Joshi, K., Singh, P. A Review on Autonomous Remote
Security and Mobile Surveillance Using Internet of
Things. Journal of Physics: Conference Series-
Volume-1854 (2021) 012024 ,doi:10.1088/1742-
6596/1854/1/012034 (Manoj Diwakar et al 2021 J.
Phys.: Conf. Ser. 1854 012034)
[22] Joshi, K., Gupta, H., Chaudhary, P., & Sharma,P.Survey
on different Enhanced k-means ClusteringAlgorithm.
International Journal of Engineering Trends and
Technology (IJETT)–Volume, 27.

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Adaptive and Personalized Fitness App

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021 Organized by: Uttaranchal Institute of Technology, Uttaranchal University, Dehradun Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 18 Adaptive & Personalized Fitness App Mayank Sharma Dixit1, Mohammad Shad1, Arman Tyagi1, Abdul Qadir1, Mr. Dev Baloni2 1Student, 2Assistant Professor, 1,2Computer Science & Engineering, Uttaranchal University, Dehradun, Uttarakhand, India ABSTRACT Project delivery is a robust application called the ADAPTATION & PERSONALIZED FITNESS APP. which will provide three main modules for users to use. First, users can do exercise wherever they like by using the Exercise section where it contains different types of exercises and exercises that can help them and help them live a healthier life. However, a healthy lifestyle cannot be done entirelywith exercisebecausethe role of diet is also very important. Users will be able to keep track ofwhatthey have eaten and eat the right foods by looking at the statistics related to their bodies in the diet category. Finally, users can do yoga at home. Basically, all of the above activities are intended to help users stay away from serious illnesses so that they can enjoy a healthier life with their loved ones. For a clearer picture of fitness apps, there is a fitness app updated for this project which is Runtastic Running & Fitness.Therefore,thelifecyclemodel of repetition and multiplication is adopted in this project in order to determine the feasibility. Few needs cycles, design and implementation phases will pass while other features will be added to the application up to the project. KEYWORDS: Health, Fitness, diet and lifestyle How to cite this paper: Mayank Sharma Dixit | Mohammad Shad | Arman Tyagi | Abdul Qadir | Mr. Dev Baloni "Adaptive & Personalized Fitness App" Published in International Journal ofTrendinScientific Research and Development (ijtsrd), ISSN: 2456-6470, Special Issue | International Conference on Advances in Engineering, Science and Technology – 2021, May 2021, pp.18-21, URL: www.ijtsrd.com/papers/ijtsrd42460.pdf Copyright © 2021 by author(s) and International Journal ofTrendinScientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative CommonsAttribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0) 1. INTRODUCTION OF ADAPTIVE FITNESS The frustrating aspect of stamina is that the results are not immediately obvious, since they must be months and years away. Therefore, one of the problems affecting society these days is that they have poor tracking abilitywhenitisdifficult to keep track of their exercise statistics such as calories, distance traveled, speed, and steps taken. It is almost impossible to keep track of all these statistics for a number of reasons such as the lack of measuring tools and the effort to do the job consistently that will cause them to give up in the end. Some of them find it very difficult to motivate and continue to exercise regularlybecauseexerciseiscompletely voluntary. Besides, people should not forget that food plays an important role in achieving a healthy lifestylebutitisalso a difficult task when it comes to storing the food they eat depending on what they eat and how muchtheyspendevery day. Therefore, all of the problems mentioned above lead to the construction of this project. By building this fitness app called Fitness Freak, people can keep track of their daily fitness level with the app by monitoring previously completed exercise numbers and adjusting the correct routes, where the app will play a role in helping users' daily lives while providing information such as diet, exercise and more. 1.1. Project Scope After discussing the above problems, project delivery is a solid mobile app called Fitness Freakinuserscanusetheapp to keep track of their exercise, food and water such as calories, distance traveled, nutrients consumed, volume to drink water, and so on. In the meantime, tons of information will be available on the mobile app so that users can be provided with practical and practical health tips to make their lives healthier. There are many details of the modules and features involved in this project as shown below Recipes module:- This module allows the user to take healthy food and have a recipe for cooking videos with videos. According to this app the user can make a good eating process, which is very helpful in his health. Gym module:- This module has the first two parts one is the upper body module and the second is the lower body module, in the upper body module you can do high exercise such as chest, biceps, back, shoulders, triceps and lower body module you can exercise the legs IJTSRD42460
  • 2. Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021 (ICAEST-21) Available online @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 19 Yoga module:- This module has two parts one is Adaptability and the other is Stress Reduction, yoga module helps you lose focus and helps reduce stress, this module is very helpful for *** heat. Programs:- This module has special cardio programs, cardio exercises for abs or abortion ***, this module has three types of module One Upper body toning, Second Lower body cardio, third At-Home Abs Workout . 1.2. Project Objectives The objectives of the project are specified, the first objective is that users will be able to track their current exercise, food and water through the continuous use of the app, thismeans that all information related to their health, will be entered and stored in a database for continuous process and shown to users where needed. Users can have a better view of their lives because they can keep track and view the information stored in an orderly fashion. There are 4 main modules in the app, namely Gym, Yoga, Ripes and ModuleProgramsthat aim to support and help users live a healthier life because each category enters and provides different information to users. As such, the second goal is to help users get used to exercising and maintainingtheirdietshouldalwaysbebased on analyzed results from the data stored in the database by encouraging them with extreme motivation. Obviously, that can be a big problem if people eat whatever they want and eat a lot of calories every day but don’t do enough exercise, obesity and other chronic illnesses that came to them recently. The fact is that a person eats more than his body needs and should feel satisfied insteadoffocusingonthe end of the meal. Finally, the biggest problem that needs to be addressed with this program is lack of knowledge and motivation. People often do not provide enough information to adhere to the latest health information and get a clear idea of what to do and how to access it. 1.3. Impact, Significance, and Contribution The eligibility app to be developed will be able to track user data such as food, recipes, statistics,etc.aftercontinuoususe of the app. There is a dedicated section that shows all kinds of statistics in a systematic way for users whenever they wish to view details about their progress. On the otherhand, people today do not even know the full scope of their condition, which is the emergence of chronic diseases. Speaking of user health, the final delivery of this project is to encourage and motivate users to lead a healthy lifestyle through a built-in social media platform and the concept of naming as leaderboards so that they do not think exercise is meaningless when there is no internal motivation. 1.4. Background Information People often overlook the importance of maintaining their dignity at a higher level or higher in today's society. Obesity and other diseases come in without much warning because people are always busy with their jobs and their health, all they can take care of is the money they earn and the people they love. All of these diseases should be considered as the growth of diseases is inevitable and highly protected by lifestyle changes (World Health Organization, 2000). Even though they see the danger they face, they do not have enough time to rest or encourage them to die from serious illness. So, the app to strengthen the solution tothisproblem because the personal thing that is closest to modern people is the smartphone and mobile apps installed inside it. 2. LITERATURE REVIEW 2.1. Runtastic Running & Fitness This app is built by Runtastic, it is a running tracker that turns the tracker so that users can track their runs and see their progress while completingtheirfitnessgoals.Theapp's main screen features a dashboard-like monitorthatdisplays performance-related values such as length, distance, calories, height, clock, and steps. Users will be able to track prices and location as they run or run on the current route, in this app includes a pedometerwhichalsotracksyourdaily steps. 2.2. The Role of Social Media on Motivating People to Exercise More Social influences from anonymous peers on the Internet are far more effective than promotional messages for the development of exercise. The study conducted a study by dividing a group of people into 2groups,namelypeergroups and health groups. Peer groups receive promotional messages such as motivational exercise videos and sketches containing tips and tips for fitness while healthy groups of buddies are exposed to social media with other peers. Notes regarding resilience achievements and progresswere regularly exchanged by members of a peer group who were unfamiliar with each other. For example, a person will be notified by email when other people sign up for yoga. However, the results were not impressive enough as people lost their motivation after some time. In contrast, significant growth was observed in health-care groups as members were connected to peer-to-peer networks. As a result, good work ethic can be promoted by connecting the user to each other on social media. 3. PROPOSED WORK 3.1. Methodology:- 3.1.1. Waterfall Methodology:- Waterfall method is a popular methodology among the traditional software methods while it consists of several sequential phases as shown in Figure 4.1 below: Figure 4.1 Waterfall method Each stage must be completed before moving on to the next stage to ensure that all the goals can be achieved. However, the process cannot be reversed because all operations are performed in line flow in the specified sequence. In terms of
  • 3. Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021 (ICAEST-21) Available online @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 20 benefits, the waterfall method is easy to understand and works on many projects because of its robust nature. Unlike other time-consuming routes, the waterfall route saves a lot of time because there is only one road system. However,this approach does not allow it to be organized in the testing phase and makes the tasks much more difficult for developers. And it is not possible to get a project result as prototypes or models are not needed during the project 3.1.2. Rapid Application Development:- Rapid Application Development is an abbreviated development process that produces a high quality system with low investment costs. The investment cost of the system is low because the RAD allows for quick adjustment during the process development process. In addition, this approach can be divided into four categories, namely needs requirements, user design, construction and cutover as shown in Figure 4.2 below. RAD is designed to engage the user in a program development process while highlighting active user participation. Interestingly, the user and construction stages will be repeated until clients agree that all requirements are met. In terms of benefits, engineerswill assist clients in taking quick updatessothattheycanprovide their key developer errors as customer feedback is always encouraged to improve. Figure 4.2 Rapid application development 3.1.3. Iterative and Incremental Methodology:- This approach utilizes the breakdown of the developmental life cycle which will be the small and practical modulesofthe project. Thereafter, the entire module will go through the requirements, construction, implementation, and testing stages so that the quality of each module is guaranteed. Additional features and functions will be added to the module more and more as the module goes through each cycle and the module will be integratedorfurtherdeveloped until the project is completed. There are several advantages to this method, the first advantage is the time to make the operating software much shorter and much smaller in the SDLC because some stages of the life cycle have to be repeated several times until the project is completed. Besides, it is also easy to check and correct errors during each cycle as the module is divided intosmallerpieces which will lead to a shorter developmenttime.Inaddition,therisks are easy to control because of the nature of this approach as risks are identified and adjusted in advance during each cycle. In terms of change, this model also makes the chances of change or need less expensive duetothechangingnature. Figure 4.3: Iterative and incremental methodology 3.1.4. Selection of Development Methodology:- In view of the methods discussed above, the repetition and addition methods will be chosen to make this project because the size of this project is very large. The program can be divided into a few modules so that the development process is more complex compared to the rest of the system. The short duration of the project is one of the reasons for choosing this approach as it is a flexible environment that allows for a change in needs throughout the development process, if possible. After that, after passing a few cycles of construction and development, testing, and implementation process, some features will be added to the project further and final construction will be the delivery of a project called ADAPTIVE & PERSONALIZED FITNESS mobile application. 3.2. Development Tools:- The project scope mentioned above has stated that the deliverable of this project will be a fitnessmobileapplication that enables the users to practice a healthy lifestyle. Thus, this section will discuss about the system requirements that are essential to the deliverable. The tools thataregoingtobe used in this project will be discussed below: 1. Android Studio:- Delivery will be compiled using Android Studio. The main reason is a simple, easy-to-navigate built-in user interface that allows for great efficiency while developingthisproject. In addition, a software development kit (SDK) that is essential for mobile application development is also provided to the software so that developers do not have to search elsewhere. It is also very stable compared to other IDEs like Eclipse because the hardware requirements for Android Studio are very low so they will not always be cracked or unresponsive. As such, the featuresandfunctions contained in Android Studio also exceed the current level of project development because it is a state-of-the-artsoftware used by millions of Android developers around the world. 2. Android Virtual Device & Smartphone:- Also known as Android Emulator and smartphone will be used as fully mobile device testing tools throughout the project development process. 3. Firebase Firebase is a platform developed by Google that supports iOS, Android, Unity, the web, allowing developerstodevelop applications with great integration and interoperability between different platforms. Many products. 3.3. Implementation Issues and Challenges :- There have beena numberof implementationchallengesand challenges encountered in this project which have slowed down progress and the current technical skills have intervened to overcome the problems. First and foremost,
  • 4. Special Issue: International Conference on Advances in Engineering, Science and Technology – 2021 (ICAEST-21) Available online @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD42460 | ICAEST-21 | May 2021 Page 21 because the application requires a server side configuration to access and store data in a database, it was difficult to configure the server without basic knowledge of steps and processes. After searching the Internet for a solution, the issues were finally resolved but that resultsinaninvestment of the most valuable time in the process. On the other hand, there are some modules in the app that include complex Android encoding when it comes to key functions such as location reporting. This function requires certain APIs that were previouslyuneducated becausethisis not included in the course syllabus. In addition, the animation contained in the app makes the task very difficult because the animation results were difficult to achieve with limited knowledge and experience but those effects can make the app look appealing to the user. However, after some trials and errors, the challenges have finally been resolved. CONCLUSION In fact, some modern-day citizens do not have the proper exercise habits and find it difficult to keep track of their physical development for a variety of reasons,suchaslack of knowledge and experience. It is also fair to say that theyalso have a job, as if you are not stressed enough to balance their jobs and healthy lives. Clearly, the lossofmotivationisoneof the biggest problems that people tend to stop exercising regularly. That means people will feel bored as they can no longer be motivated unless there is an incentive to re- motivate them to make more effort. That being said, only people who are determined and active insomewaycankeep their heads up to stay healthy without the need for the help of a firm app. REFERENCES: [1] Warburton DE,Gledhill N,QuinneyA.Musculoskeletal fitness and health. Can J Appl Physiol 2001; 26: 217- 37. [2] Ray Schroeder, “Adaptive Learning to Personalized Learning” certified nutrionist, September 4, 2019. [3] Razzaque, M. S. (2018). Sunlight exposure: Do health benefits outweigh harm? The Journal of Steroid Biochemistry and Molecular Biology, 175, 44-488. [4] Bouchard C, Shephard RJ. Physical activityfitnessand health: the model and key concepts. In: Bouchard C, Shephard RJ, Stephens T, editors. Physical activity fitness and health: International proceedings and consensus statement. Champaign (IL): Human Kinetics; 1994. p. 77-88 [5] McAuley E. Physical activity and psychosocial outcomes. In: Bouchard C, Shephard RJ, Stephens T, editors. Physical activity, fitness and health: the consensus knowledge. 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New insights in the prescription of exercise for coronary patients. J Cardiovasc Nurs 2003; 18: 116-23. [13] Knowler WC, Barrett-Connor E, Fowler SE, et al. Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 2002; 346: 393-403. [14] Dunstan DW, Daly RM, Owen N, et al. High-intensity resistance trainingimproves glycemiccontrol inolder patients with type 2 diabetes. Diabetes Care2002;25: 1729-36 [15] Cauza E, Hanusch-Enserer U, Strasser B, et al. The relative benefits of endurance and strength training on the metabolic factors and muscle function of people with type 2 diabetes mellitus. Arch Phys Med Rehabil 2005; 86: 1527-33. [16] Sesso HD, Paffenbarger RS Jr, Lee IM. Physical activity and breast cancer risk in the College Alumni Health Study (United States). Cancer Causes Control 1998; 9: 433-9. [17] Adamsen L, Midtgaard J, Rorth M, et al. Feasibility, physical capacity, and health benefits of a multidimensional exercise program for cancer patients undergoing chemotherapy. Support Care Cancer 2003; 11: 707-16. [18] M. Diwakar, A. Tripathi, K. Joshi et al.,Latesttrendson heart disease prediction using machine learning and image fusion, Materials Today: Proceedings, https://doi.org/10.1016/j.matpr.2020.09.078 [19] Please cite this article as: M. Diwakar, A. Tripathi, K. Joshi et al., A comparative review: Medical image fusion using SWT and DWT, Materials Today: Proceedings, https://doi.org/10.1016/j.matpr.2020.09.278 [20] Tripathi, A., Sharma, R., Memoria, M., Joshi, K., Diwakar, M., Singh, P. A Review Analysis on Face Recognition System with User Interface System. Journal of Physics: Conference Series- Volume-1854 (2021) 012024, doi:10.1088/1742- 6596/1854/1/012024(Amrendra Tripathietal 2021 J. Phys.: Conf. Ser. 1854 012024) [21] Diwakar, M., Sharma, K., Dhaundiyal, R., Bawane, S., Joshi, K., Singh, P. A Review on Autonomous Remote Security and Mobile Surveillance Using Internet of Things. Journal of Physics: Conference Series- Volume-1854 (2021) 012024 ,doi:10.1088/1742- 6596/1854/1/012034 (Manoj Diwakar et al 2021 J. Phys.: Conf. Ser. 1854 012034) [22] Joshi, K., Gupta, H., Chaudhary, P., & Sharma,P.Survey on different Enhanced k-means ClusteringAlgorithm. International Journal of Engineering Trends and Technology (IJETT)–Volume, 27.