Joseph A. Konstan

Orcid: 0000-0002-7788-2748

Affiliations:
  • University of Minnesota, USA


According to our database1, Joseph A. Konstan authored at least 173 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

ACM Fellow

ACM Fellow 2008, "For contributions to human-computer interaction.".

IEEE Fellow

IEEE Fellow 2013, "For contributions to human-computer interaction and social media applications".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
What Are We Optimizing For? A Human-centric Evaluation Of Deep Learning-based Recommender Systems.
CoRR, 2024

COVID-19 as Reflected in University President Bulk Email.
CoRR, 2024

2023
Introduction to the Special Issue on AI, Decision-Making, and the Impact on Humans.
Int. J. Hum. Comput. Interact., April, 2023

After the Complaint: What Should ACM Disclose?
Commun. ACM, March, 2023

Six Human-Centered Artificial Intelligence Grand Challenges.
Int. J. Hum. Comput. Interact., 2023

Interactive Content Diversity and User Exploration in Online Movie Recommenders: A Field Experiment.
CoRR, 2023

Organizational Bulk Email Systems: Their Role and Performance in Remote Work.
CoRR, 2023

Less Can Be More: Exploring Population Rating Dispositions with Partitioned Models in Recommender Systems.
Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023

The Economics of Recommender Systems: Evidence from a Field Experiment on MovieLens.
Proceedings of the 24th ACM Conference on Economics and Computation, 2023

Getting the Most from Eye-Tracking: User-Interaction Based Reading Region Estimation Dataset and Models.
Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

2022
Multi-Objective Personalization in Multi-Stakeholder Organizational Bulk E-mail: A Field Experiment.
Proc. ACM Hum. Comput. Interact., 2022

A chronology of SIGCHI conferences: 1983 to 2022.
Interactions, 2022

RecWork: Workshop on Recommender Systems for the Future of Work.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Re-envisioning a K-12 Early Warning System with School Climate Factors.
Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022

2021
Learning to Ignore: A Case Study of Organization-Wide Bulk Email Effectiveness.
Proc. ACM Hum. Comput. Interact., 2021

ACM publications finances for 2020.
Commun. ACM, 2021

Human-Centered Recommender Systems: Origins, Advances, Challenges, and Opportunities.
AI Mag., 2021

Toward the Next Generation of News Recommender Systems.
Proceedings of the Companion of The Web Conference 2021, 2021

Towards an Experimental News User Community as Infrastructure for Recommendation Research (abstract).
Proceedings of the 9th International Workshop on News Recommendation and Analytics (INRA 2021) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

2020
Developing a Recommendation Benchmark for MLPerf Training and Inference.
CoRR, 2020

ACM publications finances.
Commun. ACM, 2020

Second Workshop on the Impact of Recommender Systems at ACM RecSys '20.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

2019
Recommender Systems Notation: Proposed Common Notation for Teaching and Research.
CoRR, 2019

From preference into decision making: modeling user interactions in recommender systems.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Towards More Impactful Recommender Systems Research.
Proceedings of the 1st Workshop on the Impact of Recommender Systems co-located with 13th ACM Conference on Recommender Systems, 2019

Teaching UI Design at Global Scales: A Case Study of the Design of Collaborative Capstone Projects for MOOCs.
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

2018
Rating-Based Collaborative Filtering: Algorithms and Evaluation.
Proceedings of the Social Information Access - Systems and Technologies, 2018

The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction.
SIGIR Forum, 2018

How self-disclosure in Twitter profiles relate to anonymity consciousness and usage objectives: a cross-cultural study.
J. Comput. Soc. Sci., 2018

User Personality and User Satisfaction with Recommender Systems.
Inf. Syst. Frontiers, 2018

Personality, User Preferences and Behavior in Recommender systems.
Inf. Syst. Frontiers, 2018

From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences (Dagstuhl Perspectives Workshop 17442).
Dagstuhl Manifestos, 2018

Toward sustainable access: where are we now?
Commun. ACM, 2018

Explicit or implicit feedback? engagement or satisfaction?: a field experiment on machine-learning-based recommender systems.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Movieexplorer: building an interactive exploration tool from ratings and latent taste spaces.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Investigating serendipity in recommender systems based on real user feedback.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Interpreting user inaction in recommender systems.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Risk "Attention" or "Adventure": A Qualitative Study of Novelty and Familiarity in Music Listening.
Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2018

Content is King, Leadership Lags: Effects of Prior Experience on Newcomer Retention and Productivity in Online Production Groups.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
An Algorithmic Framework for Performing Collaborative Filtering.
SIGIR Forum, 2017

Simulation Experiments on (the Absence of) Ratings Bias in Reputation Systems.
Proc. ACM Hum. Comput. Interact., 2017

The Effect of Emotional Cues from the NFL on Wikipedia Contributions.
Proc. ACM Hum. Comput. Interact., 2017

What surprises does your past have for you?
Inf. Syst., 2017

Towards Performance Modeling and Performance Prediction across IR/RecSys/NLP (Dagstuhl Perspectives Workshop 17442).
Dagstuhl Reports, 2017

Understanding How People Use Natural Language to Ask for Recommendations.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

In-Video Reuse of Discussion Threads in MOOCs.
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Toward Better Interactions in Recommender Systems: Cycling and Serpentining Approaches for Top-N Item Lists.
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

A Community Rather Than A Union: Understanding Self-Organization Phenomenon on MTurk and How It Impacts Turkers and Requesters.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
The MovieLens Datasets: History and Context.
ACM Trans. Interact. Intell. Syst., 2016

Relating Newcomer Personality to Survival and Activity in Recommender Systems.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Gaze Prediction for Recommender Systems.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Exploring the Value of Personality in Predicting Rating Behaviors: A Study of Category Preferences on MovieLens.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Precision CrowdSourcing: Closing the Loop to Turn Information Consumers into Information Contributors.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

Early Activity Diversity: Assessing Newcomer Retention from First-Session Activity.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

2015
Teaching Recommender Systems at Large Scale: Evaluation and Lessons Learned from a Hybrid MOOC.
ACM Trans. Comput. Hum. Interact., 2015

Should conferences meet journals and where?: a proposal for 'PACM'.
Commun. ACM, 2015

Charting the future: scholarly publishing in CS.
Commun. ACM, 2015

"Where Far Can Be Close": Finding Distant Neighbors In Recommender Systems.
Proceedings of the Workshop on Location-Aware Recommendations, 2015

"I like to explore sometimes": Adapting to Dynamic User Novelty Preferences.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Letting Users Choose Recommender Algorithms: An Experimental Study.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

2014
Exploring the filter bubble: the effect of using recommender systems on content diversity.
Proceedings of the 23rd International World Wide Web Conference, 2014

Evaluating recommender behavior for new users.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

User perception of differences in recommender algorithms.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

CTS 2014 keynotes.
Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

CTS 2014 panel sessions.
Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Study, Build, Repeat: Using Online Communities as a Research Platform.
Proceedings of the Ways of Knowing in HCI, 2014

2013
Exploiting non-content preference attributes through hybrid recommendation method.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Toward identification and adoption of best practices in algorithmic recommender systems research.
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation, 2013

2012
Recommender systems: from algorithms to user experience.
User Model. User Adapt. Interact., 2012

Exploring Question Selection Bias to Identify Experts and Potential Experts in Community Question Answering.
ACM Trans. Inf. Syst., 2012

The Answer Is Out There: Online Q&A Sites.
Computer, 2012

Customer Service 2.0: Where Social Computing Meets Customer Relations.
Computer, 2012

Evolution of Experts in Question Answering Communities.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Question temporality: identification and uses.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Socializing volunteers in an online community: a field experiment.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Creating great user experience: facing the challenges ahead.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Design and evaluation of a command recommendation system for software applications.
ACM Trans. Comput. Hum. Interact., 2011

Collaborative Filtering Recommender Systems.
Found. Trends Hum. Comput. Interact., 2011

Early Detection of Potential Experts in Question Answering Communities.
Proceedings of the User Modeling, Adaption and Personalization, 2011

Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Tutorial / HCI for recommender systems: a tutorial.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Asked and Answered: On Qualities and Quantities of Answers in Online Q&A Sites.
Proceedings of the Social Mobile Web, 2011

Entity-linking interfaces in user-contributed content: preference and performance.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Question types in social Q&A sites.
First Monday, 2010

Conference paper selectivity and impact.
Commun. ACM, 2010

AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead.
AI Mag., 2010

Contests: way forward or detour?
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Automatically building research reading lists.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Expert identification in community question answering: exploring question selection bias.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
The Challenges of Ensuring Participant Consent in Internet-based Sex Studies: A Case Study of the Men's INTernet Sex (MINTS-I and II) Studies.
J. Comput. Mediat. Commun., 2009

Facts or friends?: distinguishing informational and conversational questions in social Q&A sites.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008
On exploiting classification taxonomies in recommender systems.
AI Commun., 2008

Special issue on Recommender Systems.
AI Commun., 2008

Introduction to recommender systems.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Who predicts better?: results from an online study comparing humans and an online recommender system.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Predictors of answer quality in online Q&A sites.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Resolvability of references in users' personal collections.
Inf. Res., 2007

Techlens: a researcher's desktop.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

Social Comparisons to Motivate Contributions to an Online Community.
Proceedings of the Persuasive Technology, 2007

A Study of Citations in Users' Online Personal Collections.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

Social Comparisons and Contributions to Online Communities: A Field Experiment on MovieLens.
Proceedings of the Computational Social Systems and the Internet, 1.7. - 6.7.2007, 2007

Watching together: integrating text chat with video.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

Noticing notice: a large-scale experiment on the timing of software license agreements.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
On the need for attention-aware systems: Measuring effects of interruption on task performance, error rate, and affective state.
Comput. Hum. Behav., 2006

Don't look stupid: avoiding pitfalls when recommending research papers.
Proceedings of the 2006 ACM Conference on Computer Supported Cooperative Work, 2006

Making recommendations better: an analytic model for human-recommender interaction.
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

Being accurate is not enough: how accuracy metrics have hurt recommender systems.
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

Lessons on Applying Automated Recommender Systems to Information-Seeking Tasks.
Proceedings of the Proceedings, 2006

Recommender Systems for the Web.
Proceedings of the Visualizing the Semantic Web: XML-Based Internet and Information Visualization, 2006

2005
The Story of Subject Naught: A Cautionary but Optimistic Tale of Internet Survey Research.
J. Comput. Mediat. Commun., 2005

Improving recommendation lists through topic diversification.
Proceedings of the 14th international conference on World Wide Web, 2005

An Economic Model of User Rating in an Online Recommender System.
Proceedings of the User Modeling 2005, 2005

Stopping spyware at the gate: a user study of privacy, notice and spyware.
Proceedings of the 1st Symposium on Usable Privacy and Security, 2005

Beyond personalization: the next stage of recommender systems research.
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

How peer photos influence member participation in online communities.
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

Distributed Recommender Systems for Internet Commerce.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
PocketLens: Toward a personal recommender system.
ACM Trans. Inf. Syst., 2004

Introduction to recommender systems: Algorithms and Evaluation.
ACM Trans. Inf. Syst., 2004

Evaluating collaborative filtering recommender systems.
ACM Trans. Inf. Syst., 2004

View through MetaLens: usage patterns for a meta-recommendation system.
IEE Proc. Softw., 2004

Enhancing digital libraries with TechLens+.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

2003
Collaborative Filtering: Supporting Social Navigation in Large, Crowded Infospaces.
Proceedings of the Designing Information Spaces: The Social Navigation Approach, 2003

Interfaces for Eliciting New User Preferences in Recommender Systems.
Proceedings of the User Modeling 2003, 2003

MovieLens unplugged: experiences with an occasionally connected recommender system.
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

Confidence Displays and Training in Recommender Systems.
Proceedings of the Human-Computer Interaction INTERACT '03: IFIP TC13 International Conference on Human-Computer Interaction, 2003

Spam, spam, spam, spam: how can we stop it.
Proceedings of the Extended abstracts of the 2003 Conference on Human Factors in Computing Systems, 2003

Is seeing believing?: how recommender system interfaces affect users' opinions.
Proceedings of the 2003 Conference on Human Factors in Computing Systems, 2003

Are informal tools better?: comparing DEMAIS, pencil and paper, and authorware for early multimedia design.
Proceedings of the 2003 Conference on Human Factors in Computing Systems, 2003

GroupLens for Usenet: Experiences in Applying Collaborative Filtering to a Social Information System.
Proceedings of the From Usenet to CoWebs, 2003

2002
An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms.
Inf. Retr., 2002

Getting to know you: learning new user preferences in recommender systems.
Proceedings of the 7th International Conference on Intelligent User Interfaces, 2002

On the recommending of citations for research papers.
Proceedings of the CSCW 2002, 2002

Meta-recommendation systems: user-controlled integration of diverse recommendations.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

Recommender Systems for the Web.
Proceedings of the Visualizing the Semantic Web, 2002

Word of Mouse - The Marketing Power of Collaborative Filtering.
Warner Books, ISBN: 978-0-446-53003-3, 2002

2001
Content-Independent Task-Focused Recommendation.
IEEE Internet Comput., 2001

Turn off the cameras-I'll take a traditional classroom.
eLearn Mag., 2001

E-Commerce Recommendation Applications.
Data Min. Knowl. Discov., 2001

Item-based collaborative filtering recommendation algorithms.
Proceedings of the Tenth International World Wide Web Conference, 2001

WebMacros - a Proxy-based System for Recording and Replaying User Interactions with the Web.
Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001

End-user Web Automation: Challenges, Experiences, Recommendations.
Proceedings of WebNet 2001, 2001

Heavyweight Applications of Lightweight User Models: A Look at Collaborative Filtering, Recommender Systems, and Real-Time Personalization.
Proceedings of the User Modeling 2001, 8th International Conference, 2001

DEMAIS: designing multimedia applications with interactive storyboards.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

The Effects of Interruptions on Task Performance, Annoyance, and Anxiety in the User Interface.
Proceedings of the Human-Computer Interaction INTERACT '01: IFIP TC13 International Conference on Human-Computer Interaction, 2001

PolyLens: A recommender system for groups of user.
Proceedings of the Seventh European Conference on Computer Supported Cooperative Work, 2001

Ph.D. vs. startup.
Proceedings of the CHI 2001 Extended Abstracts on Human Factors in Computing Systems, 2001

2000
JaViz: A client/server Java profiling tool.
IBM Syst. J., 2000

Measuring the effects of interruptions on task performance in the user interface.
Proceedings of the IEEE International Conference on Systems, 2000

Analysis of recommendation algorithms for e-commerce.
Proceedings of the 2nd ACM Conference on Electronic Commerce (EC-00), 2000

Explaining collaborative filtering recommendations.
Proceedings of the CSCW 2000, 2000

1999
Recommender systems in e-commerce.
Proceedings of the First ACM Conference on Electronic Commerce (EC-99), 1999

Combining Collaborative Filtering with Personal Agents for Better Recommendations.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
Unifying HCI: the impossible possibility.
ACM SIGCHI Bull., 1998

Principles for Information Visualization Spreadsheets.
IEEE Computer Graphics and Applications, 1998

Interactive Visualization of Serial Periodic Data.
Proceedings of the 11th Annual ACM Symposium on User Interface Software and Technology, 1998

Creating a Multimedia Extension for Tcl Using the Java Media Framework.
Proceedings of the 6th Annual Tcl/Tk Conference, 1998

Nsync - A Toolkit for Building Interactive Multimedia Presentations.
Proceedings of the 6th ACM International Conference on Multimedia '98, 1998

Agents in Their Midst: Evaluating User Adaptation to Agent-assisted Interfaces.
Proceedings of the 3rd International Conference on Intelligent User Interfaces, 1998

Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System.
Proceedings of the CSCW '98, 1998

CHI 98 basic research symposium.
Proceedings of the CHI 98 Conference Summary on Human Factors in Computing Systems, 1998

1997
Internet Self-Assessment in Pharmacology: A model for internet medical education.
Comput. Educ., 1997

GroupLens: Applying Collaborative Filtering to Usenet News.
Commun. ACM, 1997

Nsync-A Constraint Based Toolkit for Multimedia.
Proceedings of the Fifth Annual Tcl/Tk Workshop 1997, 1997

A spreadsheet approach to information visualization.
Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97), 1997

The Neighborhood Viewer: A Paradigm for Exploring Image Databases.
Proceedings of the Human Factors in Computing Systems, 1997

1996
Doing FLIPS: Flexible Interactive Presentation Synchronization.
IEEE J. Sel. Areas Commun., 1996

Communication in Information Space.
J. Comput. Mediat. Commun., 1996

Lessons from the Neighborhood Viewer: Building Innovative Collaborative Applications in Tcl and Tk.
Proceedings of the Fourth Annual USENIX Tcl/Tk Workshop 1996, 1996

Integrating Personal and Community Recommendations in Collaborative Filtering (workshop).
Proceedings of the CSCW '96, 1996

1995
TclProp: A Data-Propagation Formula Manager for Tcl and Tk.
Proceedings of the USENIX Third Annual Tcl/Tk Workshop, 1995

Commands as Media: Design and Implementation of a Command Stream.
Proceedings of the Third ACM International Conference on Multimedia '95, 1995

1991
The PICASSO applications framework.
Proceedings of the 4th Annual ACM Symposium on User Interface Software and Technology, 1991

Developing a GUIDE Using Object-Oriented Programming.
Proceedings of the Sixth Annual Conference on Object-Oriented Programming Systems, 1991


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