Aritra Dasgupta
Associate Professor, Data Science
5502 Guttenberg Information Technologies Center (GITC)
Education
Ph.D.
; University of North Carolina at Charlotte
; Computer Science
; 2012
M.S. ; University of North Carolina at Charlotte ; Computer Science ; 2008
B.Tech. ; West Bengal University of Technology ; Information Technology ; 2005
M.S. ; University of North Carolina at Charlotte ; Computer Science ; 2008
B.Tech. ; West Bengal University of Technology ; Information Technology ; 2005
2025 Fall Courses
DS 725 - INDEPENDENT STUDY I
IS 488 - INDEPENDENT STUDY IN INFO
IS 700B - MASTER'S PROJECT
IS 792 - PRE-DOCTORAL RESEARCH
IS 491 - SENIOR PROJECT - IS
IS 725 - INDEPENDENT STUDY I
IS 790A - DOCT DISSERTATION & RES
IT 488 - INDEPENDENT STUDY
DS 488 - INDEPENDENT STUDY IN DS
DS 790A - DOCT DISSERTATION & RES
IS 726 - INDEPENDENT STUDY II
DS 701B - MASTER'S THESIS
DS 701C - MASTER'S THESIS
DS 726 - INDEPENDENT STUDY II
DS 792B - PRE-DOCTORAL RESEARCH
IS 489 - INFO UNDERGRAD THESIS RESEARCH
IS 701B - MASTER'S THESIS
IS 776 - IS RESEARCH STUDY
DS 650 - DATA VISUALIZATION
DS 700B - MASTER'S PROJECT
IS 488 - INDEPENDENT STUDY IN INFO
IS 700B - MASTER'S PROJECT
IS 792 - PRE-DOCTORAL RESEARCH
IS 491 - SENIOR PROJECT - IS
IS 725 - INDEPENDENT STUDY I
IS 790A - DOCT DISSERTATION & RES
IT 488 - INDEPENDENT STUDY
DS 488 - INDEPENDENT STUDY IN DS
DS 790A - DOCT DISSERTATION & RES
IS 726 - INDEPENDENT STUDY II
DS 701B - MASTER'S THESIS
DS 701C - MASTER'S THESIS
DS 726 - INDEPENDENT STUDY II
DS 792B - PRE-DOCTORAL RESEARCH
IS 489 - INFO UNDERGRAD THESIS RESEARCH
IS 701B - MASTER'S THESIS
IS 776 - IS RESEARCH STUDY
DS 650 - DATA VISUALIZATION
DS 700B - MASTER'S PROJECT
Past Courses
CS 450: DATA VISUALIZATION
DS 650: DATA VISUALIZATION AND INTERPRETATION
IS 247: DESIGNING THE USER EXPERIENCE
IS 331: DATABASE DESIGN, MGMT & APPL
IS 650: DATA VISUALIZATION & INTERPRET
IS 650: DATA VISUALIZATION AND INTERPRETATION
IS 657: SPATIOTEMPORAL URBAN ANALYTICS
IS 698: ST: DATA VISUALIZATION AND INTERPRETATION
DS 650: DATA VISUALIZATION AND INTERPRETATION
IS 247: DESIGNING THE USER EXPERIENCE
IS 331: DATABASE DESIGN, MGMT & APPL
IS 650: DATA VISUALIZATION & INTERPRET
IS 650: DATA VISUALIZATION AND INTERPRETATION
IS 657: SPATIOTEMPORAL URBAN ANALYTICS
IS 698: ST: DATA VISUALIZATION AND INTERPRETATION
Conference Proceeding
"Conceptualizing Visual Analytic Interventions for Content Moderation"
January (1st Quarter/Winter), 2021.
"Knowing what to look for: A Fact-Evidence Reasoning Framework for Decoding Communicative Visualization"
2020.
"Privacy-Preserving Data Visualization: Reflections on the State of the Art and Research Opportunities"
2020.
"Towards Trust-Augmented Visual Analytics for Data-Driven Energy Modeling"
2020.
"UrbanForest: Seeing the data forest despite the trees"
2020.
January (1st Quarter/Winter), 2021.
"Knowing what to look for: A Fact-Evidence Reasoning Framework for Decoding Communicative Visualization"
2020.
"Privacy-Preserving Data Visualization: Reflections on the State of the Art and Research Opportunities"
2020.
"Towards Trust-Augmented Visual Analytics for Data-Driven Energy Modeling"
2020.
"UrbanForest: Seeing the data forest despite the trees"
2020.
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Journal Article
Aritra Dasgupta, Hong Wang, O'Brien Nancy, Susannah Burrows.
2019. "Separating the Wheat from the Chaff : Comparative Visual Cues for Transparent Diagnostics of Competing Models."
IEEE Transactions on Visualization and Computer Graphics .
Aritra Dasgupta, Jorge Poco, Bernice Rogowitz, Kyungsik Han, Enrico Bertini, Claudio T Silva. 2019. "The Effect of Color Scales on Climate Scientists' Objective and Subjective Performance in Spatial Data Analysis Tasks." IEEE transactions on visualization and computer graphics .
Susannah M Burrows, Aritra Dasgupta, Sarah Reehl, Lisa Bramer, Po-Lun Ma, Philip J Rasch, Yun Qian. 2018. "Characterizing the relative importance assigned to physical variables by climate scientists when assessing atmospheric climate model fidelity." Advances in Atmospheric Sciences , vol. 35 , no. 9 , pp. 1101--1113.
Aritra Dasgupta, Joon-Yong Lee, Ryan Wilson, Robert Lafrance, Nick Cramer, Kristin Cook, Samuel H. Payne. 2017. "Familiarity Vs Trust: A Comparative Study of Domain Scientists’ Trust in Visual Analytics and Conventional Analysis Methods." IEEE Transactions on Visualization \& Computer Graphics , no. 1 , pp. 1--1.
Aritra Dasgupta, Jorge Poco, Enrico Bertini, Claudio Silva. 2016. "Reducing the Analytical Bottleneck for Domain Scientists: Lessons from a Climate Data Visualization Case Study." Computing in Science and Engineering , vol. 18 , pp. 92--100.
Aritra Dasgupta, Jorge Poco, Bernice Rogowitz, Kyungsik Han, Enrico Bertini, Claudio T Silva. 2019. "The Effect of Color Scales on Climate Scientists' Objective and Subjective Performance in Spatial Data Analysis Tasks." IEEE transactions on visualization and computer graphics .
Susannah M Burrows, Aritra Dasgupta, Sarah Reehl, Lisa Bramer, Po-Lun Ma, Philip J Rasch, Yun Qian. 2018. "Characterizing the relative importance assigned to physical variables by climate scientists when assessing atmospheric climate model fidelity." Advances in Atmospheric Sciences , vol. 35 , no. 9 , pp. 1101--1113.
Aritra Dasgupta, Joon-Yong Lee, Ryan Wilson, Robert Lafrance, Nick Cramer, Kristin Cook, Samuel H. Payne. 2017. "Familiarity Vs Trust: A Comparative Study of Domain Scientists’ Trust in Visual Analytics and Conventional Analysis Methods." IEEE Transactions on Visualization \& Computer Graphics , no. 1 , pp. 1--1.
Aritra Dasgupta, Jorge Poco, Enrico Bertini, Claudio Silva. 2016. "Reducing the Analytical Bottleneck for Domain Scientists: Lessons from a Climate Data Visualization Case Study." Computing in Science and Engineering , vol. 18 , pp. 92--100.
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Chapter
Aritra Dasgupta.
"Experts’ Familiarity Versus Optimality of Visualization Design: How Familiarity Affects Perceived and Objective Task Performance."
"Cognitive Biases in Visualizations,"
pp. 75--86. Springer, Cham, 2018.