プロフィール詳細

プロジェクトを作成

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Dr. Vivek S.に依頼

United States

Responsible AI Expert. MIT alum, CS PhD, 20+ years experience in AI, Data Science, and AI for social good.

プロフィール概要

Associate Professor of Information Science at Rutgers University. Director, Behavioral Informatics Lab at Rutgers University. I develop new algorithms, interfaces, and frameworks that aim to maximize the good of technology (e.g., predicting mental health issues) while minimizing the potential harms (e.g., bias, privacy loss). Two major themes of research are: (1) AI for Health and Wellness, and (2) Reducing harm in digital environments (e.g., preventing cyberbullying, privacy loss, and algorithmic bias) Experienced working with multiple early and late stage startups and deploying AI models. More information: https://sites.comminfo.rutgers.edu/vsingh/

専門分野

• ☆ Data Analysis
• ☆ Social Network Analysis
• ☆ Machine Learning
• ☆ Artificial Intelligence
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ Human-Computer Interactions (HCI)

サービス

• Writing
• Research
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Algorithm Design-Non ML, Algorithm Design-ML, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing

職務経験

Associate Professor

Rutgers, The State University of New Jersey

7月 2020 - 現在

Distinguished Visiting Scientist - AI/Engineering

Dataminr

5月 2022 - 5月 2023

Assistant Professor

Rutgers University New Brunswick

9月 2014 - 6月 2020

Post-doctoral Associate

Massachusetts Institute of Technology

9月 2012 - 8月 2014

学歴

Post-doctoral Associate

Massachusetts Institute of Technology

9月 2012 - 8月 2014

Ph.D. (Information and Computer Science)

University of California Irvine

9月 2007 - 8月 2012

認定資格

• Human Subject Research Training

  CITI

  1月 2023 - 11月 2023

出版物

CONFERENCE PAPER

Vivek Singh, Jinkyung Park, Joshua Gracie, Ashwaq Alsoubai, Gianluca Stringhini, Pamela Wisniewski (2023). Towards Automated Detection of Risky Images Shared by Youth on Social Media .

Vivek Singh, Jinkyung Park, Rahul Dev Ellezhuthil, Joseph Isaac, Christoph Mergerson, Lauren Feldman (2023). Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling .

JOURNAL ARTICLE

Jinkyung Park, Ramanathan Arunachalam, Vincent Silenzio, Vivek K Singh (2022). Fairness in Mobile Phone–Based Mental Health Assessment Algorithms: Exploratory Study . JMIR Formative Research.

Vivek Singh, Isha Ghosh(2022). “Not all my friends are friends ”: Audience‐group‐based nudges for managing location privacy . Journal of the Association for Information Science and Technology. 73. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 797--810. Wiley

Vivek K. Singh, Isha Ghosh, Darshan Sonagara(2021). Detecting fake news stories via multimodal analysis . Journal of the Association for Information Science and Technology. Wiley

Vivek K. Singh, Mary Chayko, Raj Inamdar, Diana Floegel(2020). Female librarians and male computer programmers? Gender bias in occupational images on digital media platforms . Journal of the Association for Information Science and Technology. Wiley

BOOK CHAPTER

Vivek Singh, Jinkyung Park, Eiman Ahmed, Hafiz Asif, Jaideep Vaidya (2022). Privacy Attitudes and COVID Symptom Tracking Apps: Understanding Active Boundary Management by Users .

PREPRINT

Jinkyung Park, Ramanathan Arunachalam, Vincent Silenzio, Vivek K Singh (2021). Fairness in Mobile Phone–Based Mental Health Assessment Algorithms: Exploratory Study (Preprint) .