Indian Institute of Technology, Kharagpur

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Transcript Indian Institute of Technology, Kharagpur

E-Business Centre of Excellence
Department of Industrial & Systems Engineering
Indian Institute of Technology, Kharagpur
Principal Investigators: Prof. M K Tiwari & Prof M Jenamani
VISION:
MISSION:
To act as a hub of E-Business research and applications with specific
interest in manufacturing and logistics
To realize our vision through interdisciplinary research, education and consultation in
the area of E-Business, manufacturing and logistics aligned with National Interest
OBJECTIVES
Research and Development
ACTIVITIES SO FAR
Research Domains
Central Theme
 Development of E-business
research leadership
 Solving real-life industry problems
Web Data Analytics Supply Chain Analytics
Skill Development
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
New course in general curriculum
Short term courses
Invited lecture series
Providing Internship opportunities
Social Impact Analysis
 Study on ICT adoption issues and
its Impact analysis in SMEs
 Study on applicability of latest Ebusiness innovations in
manufacturing and supply chain
Recommender
Systems
Green Supply Chain
Opinion Mining
Cloud Manufacturing
Information Diffusion
Public Transportation
Social Network
Analysis
Industry Support
 Development of Customized EBusiness models & applications
 Consultancy support
 Skill development programs
UPCOMING EVENTS
City Logistics, RFID in
Supply Chain
Activities
Delivered
Activities
Delivered
Regular Courses
1
Conference
1
Short Term Courses
1
Workshop
1
Invited/Guest Lectures
9
Technical Support to Industries
3
MSME Connect
4
4
Principal Investigators
The Team
Prof. MK Tiwari
Prof M Jenamani
Co-Principal Investigators
Prof. B Mohanty
Prof. SP Sarmah
Prof. J.J Thakkar
Prof. JK Jha
Prof SK Kumar
Prof. DK Pratihar
Prof. P Mitra
Prof. M Sarma
Participating
Departments
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 Workshop on Decision Support Models
for E-Business and Supply Chain: A
lecture series with complete blend of
experts from industry and academia
 UPYOGITA:
Crowd sourcing for knowledge
accumulation and of E-Business
innovations for manufacturing SMEs
Outreach Activities
Skill Development Activities
Internship Opportunities
 Digital strategies for procurement,
sales and marketing : An exclusive
training program designed for industries
and academic researchers
Doctoral Students
Yerasani Sinjana
Sube Singh
Amit Singh
Juvvala Rambabu
Amit Ranjan
Suman Banerjee
Sandeep Kumar Singh
Master’ s Students
Sujoy Bag
Shashi Bhushan Jha
Atanu Dey
Samridha Kumar
Bithika Pal
Dept. of Industrial & Systems Engineering,
Dept. of Mechanical Engineering
Dept. of Computer Science & Engineering
Center of Reliability Engineering
Software
Solutions
UPYOGITA
(Interest
of MSMEs)
Websites and
Social
Networking
Application
E-business
Solutions
E-Business Centre of Excellence
Department of Industrial & Systems Engineering
Indian Institute of Technology, Kharagpur
Research Activities
WORK-IN-PROGRESS
Output
(Bus Network)
(Pareto front diagram)
 A mathematical model for the realization of
cloud manufacturing to facilitate resource
pooling for SMEs
Supply Chain Analytics
Input
Functional Area
Web Data Analytics
 A decision support model for public transit
route network design and frequency setting
problem
RESEARCH AREAS AND METHODOLOGIES
Logistics, Public
Transportation
Green Supply Chain
WORK-IN-PROGRESS
Methodology/
Technologies
Lean, Multi Criteria Decision
Making Tools, Evolutionary
Algorithm
 A procedure to construct user network for
item recommendation and study of
information diffusion
Input
Output
(User-Item Bipartite Graph)
(User Network)
Game Theory
Optimization & Soft
Cloud Manufacturing
Computing
RFID in Supply Chain Big data analytics
Recommender
Systems
Machine learning
Social Networking
Graph Theory & Machine
Learning
Sentiment Analysis,
Opinion Mining
Natural Language
Processing
 Development of domain specific N-Gram
lexicon for consumer review analysis
Stochastic Processes &
Information Diffusion
Simulation
 A Simulation model for vehicle’s waiting
time minimization during logistics
operations
RESEARCH COLLABORATIONS
 An algorithm to improve recommendation
accuracy and aggregate diversity
Nearest Neighbor
PUBLICATIONS
5
Journals
Conferences
Published
1
10
Submitted
3
1
20
Accuracy
(%)
Diversity
(Number)
Accuracy
(%)
Diversity
(Number)
+28.82
+27.07
+27.88
+266
+286
+244
+22.47
+21.21
+21.00
+57
+143
+66
Different
Similarity
Cosine
Pearson
Constrained
Pearson
E-Business Centre of Excellence
Department of Industrial & Systems Engineering
Indian Institute of Technology, Kharagpur
Outreach Activities
CONFERENCE & WORKSHOP
International Conference on E-Business and
Supply Chain Competitiveness (EBSCC 2016)
February 12-14, 2016
INDUSTRIAL SUPPORT
TECHNICAL SUPPORT
 Cost Structure of Road Transport Services
An web application to estimate the cost of hiring
trucks from delivery source to destination.
 Multiple Truck Packing Cost
An application to selecting trucks with
optimal packing pattern for each while
minimizing the cost to the customer
CONSULTANCY SUPPORT
 ZAPDEL:
An optimization toolkit has been developed to
find the route with minimum expenditure to
handle a crew of delivery boys with a fixed load
capacity
SOCIAL IMPACT STUDY
 Impact analysis of ICT adoption Barriers in
MSMEs
Workshop on Supply Chain Excellence
through E-Business
May 22, 2015
in collaboration with The Bengal Chamber
Commerce & Industry
Cause Group Barriers
Effect Group Barriers
Lack of ICT personnel at
affordable cost
Insufficient technological
infrastructure
Lack of group decisions
Privacy and security concerns
Lack of management vision
Lack of customized
applications
Lack of confidence on service
provider
Resistance to organizational
changes
Financial constraints
Lack of pressure from business
partners
Lack of awareness about
policies
Unbalanced investment and
return benefits
Lack of awareness about exact
Low profitability
technological solutions
Lack of awareness about
benchmarking
Frequent updates
and its funding
MSME CONNECT
UPYOGITA
 Manufacturing SMEs from Aadityapur, Kolkata
and Ranchi will be invited to share their Ebusiness issues
BCCI Workshop
EBSCC 2016
 A crowd sourcing of young academic brains
with solution to selected problems with
customized software solutions and innovative
E-Business models is proposed
E-Business Centre of Excellence
Department of Industrial & Systems Engineering
Indian Institute of Technology, Kharagpur
Skill Development
REGULAR COURSES
GUEST LECTURES
REGULAR
COURSES
RECCOMENDER SYSTEM IN E-BUSINESS
(IM61023)
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Collaborative filtering
Content-based filtering
Model-based approaches
Knowledge-based recommender systems
Hybrid systems
SHORT
TERM
COURSES
INTERNSHIP
OPPORTUNITIES
A talk on "BigData: A game changer for
security and privacy.“
by Prof. R K Shyamsundar,
Senior Professor, (J.C. Bose National
Fellow) School of Technology & Computer
Science, TIFR Bombay
ACADEMICS
INVITED LECTURES
•Key note lecture on
Distributed Manufacturing at
National Institute of Advanced
Studies (NIAS) by Prof. M K
Tiwari
•Invited lecture on Digital
Manufacturing in International
Conference organised by
Defence Research and
Development Organisation
(DRDO) by Prof. M K Tiwari.
SHORT TERM COURSE
GUEST
LECTURES
INVITED
LECTURES
A lecture on “User Generated Contents
Analysis”
by Prof. P Goyal,
Dept. of Computer Science and
Engineering,
Indian Institute of Technology, Kharagpur
A lecture on “Social Network Analysis”
by Mr. Vamsi Mohan,
Data Scientist,
Fidelity Investment, Bengaluru
INTERNSHIP OPPORTUNITIES
WEB DATA ANALYTICS USING R AND
PYTHON
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Introduction to Python and R
Web Log Analytics
Recommender Systems
Social Network Analysis
User Generated Content Analysis
Centre provides internships opportunity on
interdisciplinary research areas like –
Data Analytics, RFID Applications in supply
chain, Text Analytics, Meta-Heuristics and
its applications