Work with Vivek Singh | NotedSource
Vivek Singh is a highly accomplished computer scientist
and researcher. He earned his Ph.D. in Information and
Computer Science from the University of California Irvine
in 2012. During his time at UC Irvine, he focused on
research in the areas of natural language processing and
machine learning. After completing his Ph.D., Singh joined
Massachusetts Institute of Technology as a post-doctoral
associate, where he worked on developing algorithms for
large-scale data analysis and information retrieval. In
2014, Singh joined Rutgers University as a faculty member
in Information Science and Computer Science. As a faculty
member at Rutgers, he has published numerous papers in top
computer science journals and conferences and has received
several grants for his research. Singh's research
interests include natural language processing, generative
AI, and social computing. He has a particular interest in
developing algorithms for analyzing large datasets and
extracting valuable insights from them. His work has been
applied to various domains, including social media,
healthcare, and finance. He has multiple patents, and has
experience consulting with early and late-stage (unicorn)
startups. His work has led to multiple grants, awards,
funding, patents, and deployed products.
https://cv.notedsource.io/me/DZJ3Q3YJ
Vivek Singh
Rutgers Professor, MIT alum, CS PhD, AI expert
Research Expertise
Human-centered Data Science
Human-centered AI
Computational Social Science
Behavioral Informatics
Algorithmic Fairness
Computer Networks and Communications
Information Systems and Management
Library and Information Sciences
Information Systems
Modeling and Simulation
Human-Computer Interaction
Safety, Risk, Reliability and Quality
Software
Computer Science Applications
Computer Vision and Pattern Recognition
Hardware and Architecture
Theoretical Computer Science
Artificial Intelligence
Education
Electrical and Electronic Engineering
Renewable Energy, Sustainability and the Environment
Health Informatics
Media Technology
Signal Processing
Control and Systems Engineering
About
Vivek Singh is a highly accomplished computer
scientist and researcher. He earned his Ph.D.
in Information and Computer Science from the
University of California Irvine in 2012.
During his time at UC Irvine, he focused on
research in the areas of natural language
processing and machine learning. After
completing his Ph.D., Singh joined
Massachusetts Institute of Technology as a
post-doctoral associate, where he worked on
developing algorithms for large-scale data
analysis and information retrieval. In 2014,
Singh joined Rutgers University as a faculty
member in Information Science and Computer
Science. As a faculty member at Rutgers, he
has published numerous papers in top computer
science journals and conferences and has
received several grants for his research.
Singh's research interests include natural
language processing, generative AI, and social
computing. He has a particular interest in
developing algorithms for analyzing large
datasets and extracting valuable insights from
them. His work has been applied to various
domains, including social media, healthcare,
and finance. He has multiple patents, and has
experience consulting with early and
late-stage (unicorn) startups. His work has
led to multiple grants, awards, funding,
patents, and deployed products.
Legacy Map
Full ViewPublications
Unique in the shopping mall: On the
reidentifiability of credit card metadata
Science
2015
Cyber Bullying Detection Using Social and
Textual Analysis
Proceedings of the 3rd International
Workshop on Socially-Aware
Multimedia
2014
Detecting fake news stories via multimodal
analysis
Journal of the Association for
Information Science and Technology
2020
Social pixels
Proceedings of the 18th ACM
international conference on
Multimedia
2010
Sensing, Understanding, and Shaping Social
Behavior
IEEE Transactions on Computational
Social Systems
2014
Toward Multimodal Cyberbullying Detection
Proceedings of the 2017 CHI Conference
Extended Abstracts on Human Factors in
Computing Systems
2017
Money Walks: Implicit Mobility Behavior
and Financial Well-Being
PLOS ONE
2015
If it looks like a spammer and behaves
like a spammer, it must be a spammer:
analysis and detection of microblogging
spam accounts
International Journal of Information
Security
2016
Motivating contributors in social media
networks
Proceedings of the first SIGMM workshop
on Social media
2009
Fake News Detection in Social Networks
using Machine Learning: A Review
Proceedings of the 3rd International
Conference on Advanced Computing and
Software Engineering
2021
See No Evil, Hear No Evil
Proceedings of the ACM on
Human-Computer Interaction
2018
Female librarians and male computer
programmers? Gender bias in occupational
images on digital media platforms
Journal of the Association for
Information Science and Technology
2020
A design methodology for selection and
placement of sensors in multimedia
surveillance systems
Proceedings of the 4th ACM
international workshop on Video
surveillance and sensor networks
2006
Predicting Spending Behavior Using
Socio-mobile Features
2013 International Conference on Social
Computing
2013
Cyberbullying detection using
probabilistic socio-textual information
fusion
2016 IEEE/ACM International Conference
on Advances in Social Networks Analysis
and Mining (ASONAM)
2016
Situation detection and control using
spatio-temporal analysis of microblogs
Proceedings of the 19th international
conference on World wide web
2010
"They basically like destroyed the school
one day"
Proceedings of the 2017 ACM Conference
on Computer Supported Cooperative Work
and Social Computing
2017
Situation recognition
Proceedings of the 20th ACM
international conference on
Multimedia
2012
First international workshop on social
media engagement (SoME 2011)
Proceedings of the 20th international
conference companion on World wide
web
2011
Twitter
Proceedings of the 2014 ACM conference
on Web science
2014
Cooperative phoneotypes
Proceedings of the 2016 ACM
International Joint Conference on
Pervasive and Ubiquitous Computing
2016
Eventshop
Proceedings of the 4th Annual ACM Web
Science Conference
2012
Coopetitive multi-camera surveillance
using model predictive control
Machine Vision and Applications
2007
Physical-Cyber-Social Computing: Looking
Back, Looking Forward
IEEE Internet Computing
2015
Social Bridges in Urban Purchase Behavior
ACM Transactions on Intelligent Systems
and Technology
2017
Toward Fairness in Face Matching
Algorithms
Proceedings of the 1st International
Workshop on Fairness, Accountability,
and Transparency in MultiMedia
2019
Situation fencing
Proceedings of the 1st ACM
international workshop on Personal data
meets distributed multimedia
2013
Situation based control for cyber-physical
environments
MILCOM 2009 - 2009 IEEE Military
Communications Conference
2009
Using EventShop
Situation Recognition Using
EventShop
2016
Structural analysis of the emerging
event-web
Proceedings of the 19th international
conference on World wide web
2010
Learning Goals, Creativity and Personality
Asia Pacific Journal of Education
2003
Social Information Leakage: Effects of
Awareness and Peer Pressure on User
Behavior
Lecture Notes in Computer Science
2014
Time Reveals All Wounds: Modeling Temporal
Characteristics of Cyberbullying
Proceedings of the International AAAI
Conference on Web and Social Media
2018
Inferring Individual Social Capital
Automatically via Phone Logs
Proceedings of the ACM on
Human-Computer Interaction
2017
Social Persuasion in Online and Physical
Networks
Proceedings of the IEEE
2014
EventShop
Proceedings of the 22nd International
Conference on World Wide Web
2013
Flooding disaster resilience information
framework for smart and connected
communities
Journal of Reliable Intelligent
Environments
2019
Reliving on demand
Proceedings of the 19th ACM
international conference on
Multimedia
2011
From microblogs to social images
Proceedings of the international
conference on Multimedia information
retrieval
2010
Measuring Fine-Grained Multidimensional
Integration Using Mobile Phone Metadata:
The Case of Syrian Refugees in Turkey
Guide to Mobile Data Analytics in
Refugee Scenarios
2019
Towards environment-to-environment (E2E)
multimedia communication systems
Proceedings of the 1st ACM
international workshop on Semantic
ambient media experiences
2008
Predicting Privacy Attitudes Using Phone
Metadata
Social, Cultural, and Behavioral
Modeling
2016
Adversary Aware Surveillance Systems
IEEE Transactions on Information
Forensics and Security
2009
Concept Based Hybrid Fusion of Multimodal
Event Signals
2016 IEEE International Symposium on
Multimedia (ISM)
2016
Predicting financial trouble using call
data—On social capital, phone logs, and
financial trouble
PLOS ONE
2018
Examining information search behaviors in
small physical space: An escape room study
Proceedings of the Association for
Information Science and Technology
2017
“Trust Us”
Proceedings of the 2018 CHI Conference
on Human Factors in Computing
Systems
2018
Fairness across network positions in
cyberbullying detection algorithms
Proceedings of the 2019 IEEE/ACM
International Conference on Advances in
Social Networks Analysis and
Mining
2019
Situation Recognition from Multimodal Data
Proceedings of the 24th ACM
international conference on
Multimedia
2016
Social Life Networks for the Middle of the
Pyramid
2011 International Conference on
Advances in ICT for Emerging Regions
(ICTer)
2011
On cyberbullying incidents and underlying
online social relationships
Journal of Computational Social
Science
2018
Do Individuals Smile More in Diverse
Social Company?
Proceedings of the 25th ACM
international conference on
Multimedia
2017
Summary abstract for the 1st ACM
international workshop on personal data
meets distributed multimedia
Proceedings of the 21st ACM
international conference on
Multimedia
2013
Phones, privacy, and predictions
Online Information Review
2018
Visual Gender Biases in Wikipedia: A
Systematic Evaluation across the Ten Most
Spoken Languages
Proceedings of the International AAAI
Conference on Web and Social Media
2022
“COVID19 is_”: The Perpetuation
of Coronavirus Conspiracy Theories via
Google Autocomplete
Proceedings of the Association for
Information Science and Technology
2021
Legal and Ethical Challenges in Multimedia
Research
Proceedings of the 27th ACM
International Conference on
Multimedia
2019
Mechanism Design for Incentivizing Social
Media Contributions
Social Media Modeling and
Computing
2011
A Fairness-Aware Fusion Framework for
Multimodal Cyberbullying Detection
2020 IEEE Sixth International
Conference on Multimedia Big Data
(BigMM)
2020
Riskalyzer
Proceedings of the ACM on Interactive,
Mobile, Wearable and Ubiquitous
Technologies
2018
Using cognitive dissonance theory to
understand privacy behavior
Proceedings of the Association for
Information Science and Technology
2017
Multimodal observation systems
Proceedings of the 16th ACM
international conference on
Multimedia
2008
Coopetitive visual surveillance using
model predictive control
Proceedings of the third ACM
international workshop on Video
surveillance & sensor networks
2005
ABCinML: Anticipatory Bias Correction in
Machine Learning Applications
2022 ACM Conference on Fairness,
Accountability, and Transparency
2022
Assessing personality using demographic
information from social media data
Proceedings of the 2015 International
Conference on Social Media &
Society
2015
Toward environment-to-environment (E2E)
affective sensitive communication systems
Proceedings of the first ACM
international workshop on Multimedia
technologies for distance learning
2009
Towards Measuring Fine-Grained Diversity
Using Social Media Photographs
Proceedings of the International AAAI
Conference on Web and Social Media
2017
Automatic assessment of mental health
using phone metadata
Proceedings of the Association for
Information Science and Technology
2018
Politicians & the public: The analysis
of political communication in social media
Proceedings of the Association for
Information Science and Technology
2018
Are you altruistic? Your mobile phone
could tell
2017 IEEE SmartWorld, Ubiquitous
Intelligence & Computing, Advanced
& Trusted Computed, Scalable
Computing & Communications, Cloud
& Big Data Computing, Internet of
People and Smart City Innovation
(SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)
2017
Probing the interconnections between
geo-exploration and information
exploration behavior
Proceedings of the 2016 ACM
International Joint Conference on
Pervasive and Ubiquitous Computing
2016
NADAL: A Neighbor-Aware Deep Learning
Approach for Inferring Interpersonal Trust
Using Smartphone Data
Computers
2020
Balancing Fairness and Accuracy in
Sentiment Detection using Multiple Black
Box Models
Proceedings of the 2nd International
Workshop on Fairness, Accountability,
Transparency and Ethics in
Multimedia
2020
Toward Harmonizing Self-reported and
Logged Social Data for Understanding Human
Behavior
Proceedings of the 2017 CHI Conference
on Human Factors in Computing
Systems
2017
LTA 2016
Proceedings of the 24th ACM
international conference on
Multimedia
2016
Intelligent Pandemic Surveillance via
Privacy-Preserving Crowdsensing
IEEE Intelligent Systems
2022
Modeling social support scores using phone
use patterns
Proceedings of the Association for
Information Science and Technology
2018
Geo-Intelligence and Visualization through
Big Data Trends
Advances in Geospatial
Technologies
2015
Coopetitive Multimedia Surveillance
Lecture Notes in Computer Science
2006
Accuracy and Fairness in Pupil Detection
Algorithm
2021 IEEE Seventh International
Conference on Multimedia Big Data
(BigMM)
2021
arXiv
100 Years of Math Milestones
2019
FinSeg: Finger Parts Semantic Segmentation
using Multi-scale Feature Maps Aggregation
of FCN
Proceedings of the 14th International
Joint Conference on Computer Vision,
Imaging and Computer Graphics Theory and
Applications
2019
Altrumetrics: Inferring Altruism
Propensity Based on Mobile Phone Use
Patterns
IEEE Transactions on Big Data
2021
New Signals in Multimedia Systems and
Applications
IEEE MultiMedia
2018
The CRISPR/Cas9 system for gene editing
and its potential application in pain
research
Translational Perioperative and Pain
Medicine
2016
Dynamic media show drivable by semantics
Proceedings of the 19th ACM
international conference on
Multimedia
2011
From multimedia data to situation
detection
Proceedings of the 19th ACM
international conference on
Multimedia
2011
Predicting Loneliness through Digital
Footprints on Google and YouTube
Electronics
2023
Toward Cognition-Aware Digital Phenotyping
for Substance Use Disorder
Adjunct Proceedings of the 2023 ACM
International Joint Conference on
Pervasive and Ubiquitous Computing &
the 2023 ACM International Symposium on
Wearable Computing
2023
Misinformation Detection Algorithms and
Fairness across Political Ideologies: The
Impact of Article Level Labeling
Proceedings of the 15th ACM Web Science
Conference 2023
2023
Towards Automated Detection of Risky
Images Shared by Youth on Social Media
Companion Proceedings of the ACM Web
Conference 2023
2023
Fairness in Mobile Phone–Based Mental
Health Assessment Algorithms: Exploratory
Study
JMIR Formative Research
2022
“Not all my friends are friends”:
Audience‐group‐based nudges for managing
location privacy
Journal of the Association for
Information Science and Technology
2021
Privacy Attitudes and COVID Symptom
Tracking Apps: Understanding Active
Boundary Management by Users
Information for a Better World: Shaping
the Global Future
2022
Fairness in Mobile Phone–Based Mental
Health Assessment Algorithms: Exploratory
Study (Preprint)
Unknown Venue
2021
Education
University of California Irvine
Ph.D., Information and Computer Science / August, 2012
Irvine, California, United States
of America
Experience
Rutgers, The State University of New Jersey
Associate Professor / July, 2020 — Present
Rutgers University New Brunswick
Assistant Professor / September, 2014 — June, 2020
Massachusetts Institute of Technology
Post-doctoral Associate / September, 2012 — August, 2014
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