Data Analysis and Report Generation in Enterprise Mobility Solution

International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 3 | Mar -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 525
Data Analysis and Report Generation in Enterprise Mobility Solution
A.M.Ravishankkar1, D.P.Sriridanya, N.Sarmila Devi, A.Sripriya, K.Santhoshini2
1Assistant professor, Department of Computer Science and Engineering, Jay Shriram Group of Institutions, Tirupur
Tamilnadu, India
2Student, Jay Shriram Group of Institutions, Tirupur Tamilnadu, India
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Abstract- Enterprise mobility is latest trend where
more employees working out of the office and using
mobile devices and cloud services to perform
business tasks. As these workers started using these
devices in workplace for enterprise related activity,
the need for Data analysis is increased in enterprise
mobility solution. The role is to analyze enterprise
data collected from multiple sources and present
report to the Business manager so that they can
make more informed decision. The analysis also
helpstoimprovecustomerservicewherecustomeris
served better on day today process. In this project
data analysis and report generation is made using
Drupal framework. The data are acquired from
backend component using Restful web service. The
data are in JSON format and it is converted to report
format by using AmCharts API. The next step is to
select the method to generate the report and it is
submitted to the API’s for evaluation with visual
analytics such as Google chart and Google analytics.
The result of the analyzed data is taken for output
using some user interface tools called HTML5 and
CSS. We can generate the output according to the
requirements of the end users like Tables, Graphs
and Charts etc...
Key Words: Enterprise Mobility Solution, Data
Analysis, Visualization, Report Generation,
Amcharts API, Drupal Framework, Business
Intelligence.
I. Introduction
Enterprise Mobility Management is the set of
people, processes and technology focus on
managing mobile devices, wireless networks, and
other mobile computing services in a businesscontext.
E-commerce has evolved from simple websites into
providingsupportforend-to-endbusinessandrecently
four technology areas have emerged, namely mobility,
social media networks, cloud and analytics[1]. Human
mobility data can be potentially used in business
intelligence-oriented systems, for providing added
value commercial services or insight to internal
enterprise[2].Withtheriseofsmartphonesandtablets,
the workforce began to shift towardmobilitythismade
data analysis increasingly significant in enterprise
mobility solution. Enterprise mobility is particularly
prominent among companies that rely on field
operations and field servicestoserviceendconsumers,
as well as in field sales operations.
The term Data analysis refers to the process of
inspecting, cleansing, transforming and modeling
data with the goal of discovering useful information,
suggesting conclusions, and supporting decision-
making[3]. The term Data visualization refers to
presenting data in a pictorial or graphical format
(chart, graph, diagram etc..) whichenablesthe decision
maker to see analytic present visually and helps them
to take more informed decision and visualanalyticsisa
very promising field of research[4].
Here DATA ANALYSIS AND REPORT
GENERATION is made using Drupal framework which
is a free, open source web contentmanagementsystem
(CMS Content Management System), also known as
content managementframework[5].Atfirsttheworker
and customer data such a purpose of visit, collection,
order data is collected from multiple sources and
reports are presented for order collection tracking,
customer monitoring, PDGSCB.

II. MAIN CONCEPTS
A. Drupal Framework
Drupal is a free and open-source content-management
framework written in PHP and distributed under the GNU
General Public License It is used as a back-end frameworkfor
at least 2.1% of all Web sites worldwide ranging from
personal blogs to corporate, political, and government sites
including WhiteHouse.gov and data.gov.uk. It is also used for
knowledge management and business collaboration.
The standard release of Drupal, known as Drupal core,
contains basic features common to content management
systems. These include user account registration and
maintenance, menu management, RSS feeds, taxonomy, page
layout customization, and system administration.TheDrupal
core installation can serve as a simple Web site, a single- or
multi-user blog, an Internet forum, or a community Web site
providing for user-generated content
B. JSON
JSON (JavaScript Object Notation)is alightweightdata-
interchange format. It is easy for humans to read and
write. It is easy for machines to parse andgenerate.Itis
based on a subset of the JavaScript Programming
Language, Standard ECMA-262 3rdEdition-December
1999. JSON is a text format that is completely language
independent but uses conventions that are familiar to
programmers of the C-family of languages, including C,
C++, C#, Java, JavaScript,Perl,Python,andmany others.
These properties make JSON an ideal data-interchange
language. JSON provides a higher level of flexibilityand
efficiency [6].
JSON is built on two structures:
•A collection of name/value pairs. In various
languages, this is realized as an object, record, struct,
dictionary, hash table, keyed list, or associative array.
•An ordered list of values. In most languages,
this is realized as an array, vector, list, or sequence.
Theseareuniversaldatastructures.Virtuallyall
modern programming languages support them in one
form or another. It makes sense that a data format that
isinterchangeablewithprogramminglanguagesalsobe
based on these structures
Figure -1: JSON
C. AmCharts
AmCharts is a private proprietorship focusing on
development on mostly developer- oriented
programming tools for data visualization – charts and
maps. AmCharts is an advanced charting library that
will suit any data visualization need. Amchart charting
solution includes Column, Bar, Line, Area, Step, Step
without risers, Smoothed line, Candlestick, OHLC,
Pie/Donut, Radar/ Polar, XY/Scatter/Bubble, Bullet,
Funnel/Pyramid charts as well as Gauges. The set
includes serial (column, bar, line, area, step line, step
without risers, smoothed line, candlestick andgraphs),
pie/donut, radar/polar, y/scatter/bubble,
Funnel/Pyramid charts and Angular Gauges. The
AmCharts offers unmatched functionality and
performance in a modern, standards compliant
package. JS charting library is responsive and
supported by touch/mobile devices
Features of AMCHARTS:
(a)Supports All Modern Browsers
(b)Super and Powerful
(c)Setup Charts with JSON Object

III. METHODOLOGY
A. Input
Inputs are collected from various web services like
restful services. All the services are collected from
different areas and stored in local and process are
carried out based on user requirements. The basic
inputs are in the form of JSON. But it does not follow
proper format. The main thing is to change the
inappropriate format to correct format by using
JavaScript language.
B. Work flow
The basic workflow is formatted input is sent to AmChart
API. By using the AmChart API the charts are created based
on the user requirements. The result is produced in charts
and graphs. The advantage is the user can easily understand
the basic workflow of the project. It supports user friendly
and more look and feel effect. And support for browser
integration and versions. More animation effects are used to
attract the users.
C. Modules
1) USER GENERATION:
In this module two processes are carried out. The first
process allows the customer to create their name,
location, phone number, image and email-id. It also
provides the user to edit their personal details. In
second process it allows the employee to enter their
details like their name, location, phone number, image
and email-id and setting IMEI number.
2) ADMINISTRATION:
In administration module 5 processes are carried out
namely approval for employee and customer, altering
the employee, altering the customer, work assignment
and tracking. The admin has the rights to altering the
details of both customer and employee. It allows the
admin to add, edit, and delete customer details and
employee details. In work assignment process the
administrator assigns the daily task to all sales person
and set sales person target. Admin assign the Sales
personIMEInumbertotrackdailylocationforchecking
the visiting details
3) PDGSCB CALCULATION:
PDGSCB calculation modules calculate the awarding
criteria. PDGSCB is calculated based on product
purchased, based on the amount andbasedonthedate.
The criteria calculate the overall average in the form of
Platinum, Gold, Diamond, Silver, Copper and Bronze.
PDGSCB Calculation Rules:
Platinum = Customer purchase amount >= 1,
50,000
Diamond = Customer purchase amount < 1,
50,000
Gold =Customer purchase amount <90,000
Silver =Customer purchase amount <45,000
Copper =Customer purchase amount <21, 000
Bronze =Customer purchase amount < 12,000
4) ORDER COLLECTION TRACKING:
In order collectiontrackingmodulethreeprocessesare
carried out. Namely, tracking order, collection analysis
and delayed payment. In trackingorder,itcontainstwo
data’s namely orderdataandcollectiondata.Thesetwo
data come in different services, to get the data using
JQuery and stored in local storage. By which all the
process carried out are tracking in this process. In
collection analysis process allows to access data and
identify whether the customer paid or not paid the
amount. In delayed payment process it checks the total
amount and divided into 5 weeks. Collection data is
used to check the paid amount and week number. All

the process is carried out in order collection tracking
process
5) CUSTOMER MONITORING:
In customer monitoring module it involves two
processes namelynilcustomerandbaddebitcustomer.
The nil customer describes the customer who are all
not involving in the order are referred as nil customer
the time period for the nil customer is allotted for 30
days. The second process is bad debit customer it
represents the customers who are not paying the
amount within 30 days.
Figure -2: System Flow Diagram
6) USER INTERFACE DESIGN:
Figure -3: Dashboard
Figure -4: Day Plan

Figure -5: Bad Debit Chart View
Figure -6: Nil Customer Chart View
Figure -7: PDGSCB Donut Chart View
Figure -8: Order Collection Chart View

IV.CONCLUSION
This “DATA ANALYSIS AND REPORT GENERATION”
provides a convenience to the customer for easy
understanding in the way of graph, chart. It eliminates
manual work for the customer or user in searching a
specific data instead of table format or HTML table
view. It also reduces time. From the generated report
Businessmanagercantakemoreinformeddecisionand
customer is served better in the day to today process.
REFERENCES
[1]. V.Shankararaman and L.E. Kit, “Enterprise
systemsenablingsmartcommerce,” Proc.-16th
IEEE Conf. Bus. Informatics, CBI 2014, vol. 2, pp.
50–53, 2014.
[2]. A. Antoniou, E. Theodoridis, I.
Chatzigiannakis, and G. Mylonas, “Human
mobility trace acquisition and social
interactions monitoring for business
intelligence using smartphones,” Proc. 2012
16th Panhellenic Conf. Informatics, PCI 2012,
no. i, pp. 1–6, 2012
[3]. P. Bihani and S. T. Patil, “A Comparative Study
of Data Analysis Techniques,” Int. J. Emerg.
Trends Technol. Comput. Sci., vol. 3, no. 2,
2014.
[4]. D. a. Keim, F. Mansmann, and H. Ziegler,
“Challenges in Visual Data Analysis,” Inf. Vis.,
no. IV 2006, pp. 9–16, 2006.
[5]. C. Xiaoli and W. Ziniu, “The Web Development
Based on the Drupal System,” Bus. Comput.
Glob. Informatiz. (BCGIN), 2012 Second Int.
Conf., pp. 778–780, 2012.
[6]. B. Lin, Y. Chen, X. Chen, and Y. Yu,
“Comparison between JSON and XML in
Applications Based on AJAX,” Proc. - 2012 Int.
Conf. Comput. Sci. Serv. Syst. CSSS 2012, no.
February 1998, pp. 1174–1177, 2012.

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