Human-AI Interaction &
Collaboration
- Connections, ICMI
Sustained Achievement Award Lecture, ICMI 2016, Seattle.
- E.
Horvitz and M Barry. Display of
Information for Time-Critical Decision Making. UAI 1995, August 1995 (access earlier paper).
- E. Horvitz. Principles of Mixed-Initiative User Interfaces. Proceedings of CHI '99, ACM SIGCHI Conference on Human
Factors in Computing Systems, Pittsburgh, PA, May 1999.
- D. Bohus and E. Horvitz. Situated
Interaction, in The Handbook of Multimodal-Multisensor
Interfaces, Volume 3, ACM and Morgan & Claypool, July 2019, pp.
105-143.
- E. Horvitz. Reflections on Challenges and
Promises of Mixed-Initiative Interaction, AAAI Magazine 28, Special Issue on
Mixed-Initiative Assistants (2007).
- E. Horvitz, C. M. Kadie, T. Paek, D. Hovel. Models
of Attention in Computing and Communications: From Principles to
Applications, CACM
46(3):52-59, March 2003.
- B. Wilder, E. Horvitz, E. Kamar. Learning to Complement Humans,
IJCAI 2020.
- E. Kamar, S.
Hacker, E. Horvitz. Combining
Human and Machine Intelligence in Large-scale Crowdsourcing, AAMAS 2012, Valencia,
Spain, June 2012.
- D. Shahaf and E. Horvitz. Generalized Task
Markets for Human and Machine Computation, AAAI 2010, Atlanta,
GA, July 2010.
- E. Horvitz
and T. Paek. Complementary
Computing: Policies for Transferring Callers from Dialog Systems to Human
Receptionists. User Modeling and User
Adapted Interaction 17 (2007).
- S. Amershi, D. Weld, M. Vorvoreanu, A. Fourney, B.
Nushi, P. Collisson, J. Suh, S. Iqbal, P.N. Bennett, K. Inkpen, J. Teevan,
R. Kikin-Gil, E. Horvitz. Guidelines for Human-AI
Interaction. In Proceedings of CHI 2019.
- G. Bansal, B.
Nushi, E. Kamar, D.S. Weld, W.S. Lasescki, E.
Horvitz. Updates
in Human-AI Teams: Understanding and Addressing the
Performance/Compatibility Tradeoff, AAAI 2019.
- E. Horvitz, A. Jacobs, D. Hovel. Attention-Sensitive
Alerting, Proceedings of UAI '99,
Conference on Uncertainty and Artificial Intelligence, July 1999, Morgan
Kaufmann Publishers: San Francisco. pp. 305-313.
- E.
Horvitz, D. Heckerman, B. Nathwani, L.M. Fagan, The use of a
heuristic problem-solving hierarchy to facilitate the explanation of
hypothesis-directed reasoning, October 1986, In: Proceedings of Medinfo, Washington, DC, North Holland: New York, pp. 27-31.
- E. Horvitz, D. Heckerman, K. Ng, B. Nathwani,
Heuristic
Abstraction in the Decision-Theoretic Pathfinder System, Symposium on Computer Applications in Medical Care,
Washington DC, IEEE Press: Silver Springs, MD, November 1989.
- B. Nushi, E. Kamar, E. Horvitz. Towards Accountable AI:
Hybrid Human-Machine Analyses for Characterizing System Failure, HCOMP
2018.
- E. Horvitz and J. Lengyel. Perception,
Attention, and Resources: A Decision-Theoretic Approach to Graphics
Rendering.
Proceedings of the Thirteenth Conference on Uncertainty in Artificial
Intelligence, August 1997, Morgan Kaufman: San Francisco, pp. 238-249.
- E. Horvitz. Artificial
Intelligence in the Open World,
AAAI Presidential Lecture, Chicago, IL, July 2008.
- A. Kapoor and E. Horvitz. Principles
of Lifelong Learning for Predictive User Modeling. Proceedings of the Eleventh Conference on User
Modeling (UM 2005), June 2007, Corfu, Greece.
- D. Bohus and E.
Horvitz. Decisions
about Turns in Multiparty Conversation: From Perception to Action, ICMI 2011: International Conference on Multimodal
Interaction, Alicante, Spain, November, 2011.
- E. Horvitz. Uncertainty, Action, and
Interaction: In Pursuit of Mixed-Initiative Computing. Intelligent Systems, Sept./ October Issue, IEEE
Computer Society.
- E. Horvitz, J. Apacible, M. Subramani. Balancing
Awareness and Interruption: Investigation of Notification Deferral
Policies. Proceedings of the Tenth
Conference on User Modeling (UM 2005), July 2005, Edinburgh,
Scotland.
- H. Zhang, E. Horvitz, D. Parkes. Automated
Workflow Synthesis,
AAAI 2013, Bellevue, Washington, July 2013.
- S. Rosenthal, D. Bohus, E. Kamar, E. Horvitz. Look
versus Leap: Computing Value of Information with High-Dimensional
Streaming Evidence,
IJCAI 2013, Beijing, China, August 2013.
- E. Kamar and E. Horvitz. Light at the End of the Tunnel:
A Monte Carlo Approach to Computing Value of Information, AAMAS 2013, St. Paul, Minnesota, May 2013.
- S.J. Gershman, E.J. Horvitz, J.B. Tenenbaum. Computational
Rationality: A Converging Paradigm for Intelligence in Brains, Minds, and
Machines, 16 July 2015, Science 349. 273-278 (2015).
- A. Kapoor, B. Lee, D. Tan, E. Horvitz. Learning
to Learn: Algorithmic Inspirations from Human Problem Solving, AAAI 2012, Toronto, July 2012.
- A. Kapoor, D. Tan, P. Shenoy, E. Horvitz. Complementary
Computing for Visual Tasks: Meshing Computer Vision with Human Visual
Processing, IEEE
International Conference on Automatic Face and Gesture Recognition.
- E. Horvitz, J. Apacible, and P. Koch. BusyBody:
Creating and Fielding Personalized Models of the Cost of Interruption, Proceedings of CSCW, Conference on Computer
Supported Cooperative Work, ACM Press, November 2004.
- E. Horvitz and J. Apacible. Learning
and Reasoning about Interruption.
Proceedings of the Fifth ACM International Conference on Multimodal
Interfaces, November 2003, Vancouver, BC, Canada.
- E. Horvitz, S. Dumais, P. Koch. Learning
Predictive Models of Memory Landmarks, CogSci 2004: 26th
Annual Meeting of the Cognitive Science Society, Chicago, August 2004.
- S.T. Iqbal, Y.C. Ju, E. Horvitz. Cars,
Calls, and Cognition: Investigating Driving and Divided Attention, Proceedings of the ACM SIGCHI Conference on Human
Factors in Computing Systems (CHI), Atlanta, GA, April 2010.
- S.T. Iqbal and E. Horvitz. Notifications
and Awareness: A Field Study of Alert Usage and Preferences, Proceedings of the ACM Conference on Computer
Supported
- S. Iqbal and E. Horvitz. Conversations
Amidst Computing: A Study of Interruptions and Recovery of Task Activity. Proceedings of the Eleventh Conference on User
Modeling (UM 2005), June 2007, Corfu, Greece.
- E. Horvitz and J. Apacible. Learning and Reasoning about
Interruption. Proceedings of the Fifth
ACM International Conference on Multimodal Interfaces, November 2003,
Vancouver, BC, Canada.
- M. Czerwinski, M., E. Horvitz, and S. Wilhite. A Diary Study of Task Switching
and Interruptions, Proceedings
of CHI 2004, Human Factors in Computing Systems. Vienna, April 2004.
- M. Ringel, E. Cutrell, S. Dumais, E. Horvitz. Milestones in Time: The Value
of Landmarks in Retrieving Information from Personal Stores. Proceedings of Interact 2003: Ninth International
Conference on Human-Computer Interaction, September 2003, Zürich,
Switzerland.
- Czerwinski, M. and Horvitz, E. An Investigation of Memory for
Daily Computing Events. Proceedings
of HCI 2002: Sixteenth British HCI Group Annual Conference, London,
England, September 2002.
- E. Cutrell, M. Czerwinski, and E. Horvitz. Notification, Disruption and
Memory: Effects of Messaging Interruptions on Memory and Performance. Proceedings of Interact 2001, Tokyo.
- M. Czerwinski, E. Cutrell, and E. Horvitz. Instant Messaging and
Interruption: Influence of Task Type on Performance, Proceedings of OZCHI 2000, Sydney, Australia,
December 2000.
- M. Czerwinski, E. Cutrell, and E. Horvitz. Instant Messaging: Effects of
Relevance and Time, In S.
Turner, P. Turner (Eds), People and Computers XIV: Proceedings of HCI
2000, Sunderland, UK, September 2000. Vol. 2, British Computer
Society, p. 71-76.
- E. Cutrell, M. Czerwinski, and E. Horvitz. Effects of Instant Messaging
Interruptions on Computing Tasks.
In Extended Abstracts of CHI ’2000, Human Factors in Computing Systems,
The Hague, April 1-6, 2000, ACM press, 99-100. ACM Press.
- S. Andrist, Z. Yu, D. Bohus, E. Horvitz. Are You Messing with Me? Querying about
the Sincerity of Interactions in the Open World. In Proceedings of HRI
2016.
- Z. Yu, D. Bohus, E. Horvitz. Incremental Coordination:
Attention-Centric Speech Production in a Physically Situated
Conversational Agent. In Proceedings of Sigdial
2015.
- D. Bohus and E. Horvitz. Managing Human-Robot Engagement
with Forecasts and... um... Hesitations, ICMI 2014: International
Conference on Multimodal Interaction, Istanbul, Turkey, November, 2014.
- T. Pejsa, D. Bohus, M.F. Cohen, C.W. Saw, J. Mahoney,
and E. Horvitz. Natural Communication about
Uncertainties in Situated Interaction, ICMI 2014: International
Conference on Multimodal Interaction, Istanbul, Turkey, November, 2014
(video).
- D. Bohus, C.W. Saw, E. Horvitz. Directions Robot: In-the-Wild Experiences and
Lessons Learned, AAMAS 2014, Paris, France, May 2014.
- W. Wang, D. Bohus, E. Kamar, E. Horvitz. Crowdsourcing the
Acquisition of Natural Language Corpora: Methods and Observations, SLT
2012 - IEEE Spoken Language Technologies, Miami, FA, December 2012.
- S. Rosenthal, S. Skaff, M. Veloso, D. Bohus, E.
Horvitz. Execution Memory for
Grounding and Coordination. Human Robot Interaction, HRI 2013,
Tokyo, Japan, March 2013.
- D. Bohus, E. Kamar, E. Horvitz. Towards Situated Collaboration, NAACL
2012, Montreal, Canada, June 2012.
- D. Bohus and E. Horvitz. Multiparty Turn Taking in Situated
Dialog: Study, Lessons, and Directions, SIGDIAL 2011: Meeting on
Discourse and Dialogue, Portland, OR, June, 2011.
- D. Bohus and E. Horvitz. Facilitating Multiparty Dialog
with Gaze, Gesture, and Speech, ICMI-MLMI 2010: International
Conference on Multimodal Interaction, Beijing, China, November, 2010.
- D. Bohus and E. Horvitz. On the Challenges and Opportunities of
Physically Situated Dialog, Dialog with Robots, AAAI Fall
Symposium, Arlington, VA, November, 2010.
- D. Bohus and E. Horvitz. Models for Multiparty
Engagement in Open-World Dialog, SIGDIAL 2009: Meeting on Discourse
and Dialogue, London, UK, September, 2009 (video). Best Paper award.
- D. Bohus and E. Horvitz. Learning to Predict Engagement
with a Spoken Dialog System in Open-World Settings, SIGDIAL 2009:
Meeting on Discourse and Dialogue, London, UK, September, 2009.
- D. Bohus and E. Horvitz. Dialog in the Open World: Platform and
Applications, ICMI-MLMI 2009: International Conference on
Multimodal Interaction, Cambridge, MA. November, 2009. Outstanding
Paper award.
- D. Bohus and E. Horvitz. Open-World Dialog: Challenges,
Directions, and a Prototype. IJCAI Workshop on Knowledge and
Reasoning in Practical Dialog Systems, Pasadena, CA, August 2009 (video).
- E. Horvitz. Reflections
on Challenges and Promises of Mixed-Initiative Interaction, AAAI
Magazine 28, Special Issue on Mixed-Initiative Assistants (2007).
- T. Paek and E. Horvitz, On the Utility of Decision-Theoretic
Hidden Subdialog. In Proceedings of
International Speech Communication Association (ISCA) Workshop on Error Handling in Spoken Dialogue
Systems, Chateaux d'Oex, Switzerland,
August 2003.
- E. Horvitz and T. Paek. Harnessing
Models of Users' Goals to Mediate Clarification Dialog in Spoken Language
Systems. Proceedings of the Eighth International Conference on User
Modeling, July 2001.
- T. Paek, E. Horvitz, E. Ringger.
Continuous Listening for Unconstrained Spoken
Dialog, 6th International Conference on Spoken Language Processing
(ICSLP 2000), Beijing,
November 2000.
- E. Horvitz and T. Paek, DeepListener: Harnessing Expected Utility to Guide
Clarification Dialog in Spoken Language Systems, 6th International
Conference on Spoken Language Processing (ICSLP 2000), Beijing, November
2000.
- E. Horvitz. Principles of
Mixed-Initiative User Interfaces. Proceedings of CHI '99, ACM SIGCHI
Conference on Human Factors in Computing Systems, Pittsburgh, PA, May
1999.
- E. Horvitz. Uncertainty,
Action, and Interaction: In Pursuit of Mixed-Initiative Computing.
Intelligent Systems, Sept./ October Issue, IEEE Computer Society.
- E. Horvitz and T. Paek, A
Computational Architecture for Conversation. Proceedings of the
Seventh International Conference on User Modeling, Banff, Canada, June
1999. New York: Springer Wien.
- T. Paek and Eric Horvitz. Conversation as Action Under Uncertainty, In Proceedings
of the 16th Conference on Uncertainty in Artificial Intelligence (UAI-2000), Stanford, CA, June 2000.
- T. Paek and E. Horvitz, Uncertainty,
Utility, and Misunderstanding: A Decision-Theoretic Perspective on
Grounding in Conversational Systems. AAAI Fall Symposium on
Psychological Models of Communication in Collaborative Systems, Cape
Cod, MA. November 5-7, 1999.
- T. Paek and E. Horvitz, Grounding
Criterion: Toward a Formal Theory of Grounding. MSR Technical
Report MSR-TR-2000-40, April 1999.
- E. Horvitz and M. Shwe, Handsfree
Decision Support: Toward a Non-invasive Human-Computer Interface,
Nineteenth Annual Symposium on Computer Applications in Medical Care.
Toward Cost-Effective Clinical Computing, November 1995. View photo and videos of early prototype.
Human
computation and crowdsourcing
- S. Doroudi, E. Kamar, E. Brunskill, E. Horvitz. Toward a Learning Science for
Complex Crowdsourcing Tasks. In Proceedings of CHI 2016.
- D. Shahaf, E. Horvitz, R. Mankoff. Inside
Jokes: Identifying Humorous Cartoon Captions. In Proceedings of KDD
2015.
- E. Kamar, A. Kapoor, E. Horvitz. Identifying and Accounting for
Task-Dependent Bias in Crowdsourcing. In Proceedings of HCOMP 2015,
Conference on Human Computation and Crowdsourcing, November 2015.
- E. Kamar and E. Horvitz. Planning for Crowdsourcing
Hierarchical Tasks. In Proceedings of AAMAS 2015.
- A. Singla, E. Horvitz, P. Kohli, R.W. White, A Krause. Information Gathering in Networks
via Active Exploration. In Proceedings of IJCAI 2015.
- Ryen W. White and Eric Horvitz. Belief Dynamics and Biases in Web
Search. ACM Transactions on Information Systems (ACM TOIS), 33(4), May
2015.
- C.H. Lin, E. Kamar, E. Horvitz. Signals in the Silence: Models of Implicit
Feedback in a Recommendation System for Crowdsourcing, AAAI,
July 2014.
- S. Jegelka, A. Kapoor, and E. Horvitz. An Interactive Approach to Solving
Correspondence Problems, International Journal of Computer Vision,
Special Issue on Active and Interactive Methods in Computer Vision, 2013.
- A. Mao, E. Kamar, and E. Horvitz. Why Stop Now? Predicting Worker
Engagement in Online Crowdsourcing, HCOMP 2013, Palm Springs,
CA, November 2013.
- A. Mao, E. Kamar, Y. Chen, E. Horvitz, M. E. Schwamb, C.J. Lintott, and A.M. Smith. Volunteering vs. Work for Pay:
Incentives and Tradeoffs in Crowdsourcing, HCOMP 2013, Palm
Springs, CA, November 2013.
- E. Kamar, A. Kapoor, and E. Horvitz. Lifelong Learning for
Acquiring the Wisdom of the Crowd, IJCAI 2013, Beijing, China,
August 2013.
- H. Zhang, E. Horvitz, D. Parkes. Automated Workflow Synthesis, AAAI
2013, Bellevue, Washington, July 2013.
- A. Sadilek, J. Krumm, and E. Horvitz. Crowdphysics:
Planned and Opportunistic Crowdsourcing for Physical Tasks, ICWSM
2013, Boston, MA, July 2013. Presentation
at MIT Conference on Digital Experimentation (CODE 2014).
- E. Kamar and E. Horvitz. Light
at the End of the Tunnel: A Monte Carlo Approach to Computing Value of
Information, AAMAS 2013, St. Paul, Minnesota, May 2013.
- H. Zhang, E. Horvitz, R.C. Miller, and D.C. Parkes, Crowdsourcing General Computation Workshop
on Crowdsourcing and Human Computation: Systems, Studies, and Platforms,
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI),
Vancouver BC, May 2011.
- H. Zhang, E. Horvitz Y. Chen, and D. Parkes. Task Routing for Prediction Tasks,
AAMAS 2012, Valencia, Spain, June 2012.
- H. Zhang, E. Horvitz, Y. Chen, and D.C. Parkes, Task Routing for Prediction Tasks Workshop
on Social Computing and User-Generated Content, EC 2011: 12th ACM
Conference on Electronic Commerce , San Jose, June 2011.
- E. Kamar and E. Horvitz. Light at the End of
the Tunnel: A Monte Carlo Approach to Computing Value of Information, AAMAS
2013, St. Paul, Minnesota, May 2013.
- X. Chen, P.N. Bennett, K. Collins-Thompson, E. Horvitz.
Pairwise Ranking Aggregation in a
Crowdsourced Setting, WSDM 2013, Rome, February 2013.
- E. Kamar, S. Hacker, E. Horvitz. Combining Human and Machine Intelligence in
Large-scale Crowdsourcing, AAMAS 2012, Valencia, Spain, June
2012.
- D. Shahaf and E. Horvitz. Generalized Task
Markets for Human and Machine Computation, AAAI 2010, Atlanta,
GA, July 2010.
- E. Kamar and E. Horvitz. Incentives
for Truthful Reporting in Crowdsourcing, AAMAS 2012, Valencia,
Spain, June 2012.
- W. Wang, D. Bohus, E. Kamar, E. Horvitz. Crowdsourcing the
Acquisition of Natural Language Corpora: Methods and Observations, SLT
2012 - IEEE Spoken Language Technologies, Miami, FA, December 2012.
- A. Kapoor, B. Lee, D. Tan, E. Horvitz. Learning to Learn: Algorithmic
Inspirations from Human Problem Solving, AAAI 2012, Toronto,
July 2012.
- M. Bernstein, J. Teevan, S.T. Dumais, D. Liebling, and
E. Horvitz. Direct answers for search queries
in the long tail. Proceedings of CHI 2012, Austin,TX, April 2012.
- H. Zhang, E. Law, K. Gajos, R. Miller, D. Parkes, and
E. Horvitz. Human Computation Tasks
with Global Constraints, CHI 2012, Austin, TX, May 2012.
- E. Law, P.N. Bennett, and E. Horvitz. The Effects of Choice in Routing
Relevance Judgments, SIGIR 2011, Beijing, China, July 2011.
- E. Kamar and E. Horvitz. Collaboration and Shared
Plans in the Open World: Studies of Ridesharing, IJCAI 2009,
Pasadena, CA, July 2009.
- M. Bernstein, D. Tan, G. Smith, M. Czerwinski, E.
Horvitz. Personalization via Friendsourcing, ACM TOCHI, May 2010.
- B. Bailey, E. Horvitz. What’s Your Idea? A Case Study of a
Grassroots Innovation Pipeline within a Large Software Company, Proceedings
of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI),
Atlanta, GA, April 2010.
People,
cognition, and interaction
- D. Shahaf, E. Horvitz, R. Mankoff. Inside
Jokes: Identifying Humorous Cartoon Captions. In Proceedings of KDD
2015.
- Z. Yu, D. Bohus, E. Horvitz. Incremental Coordination:
Attention-Centric Speech Production in a Physically Situated
Conversational Agent. In Proceedings of Sigdial
2015.
- Ryen W. White and Eric Horvitz. Belief Dynamics and Biases in Web
Search. ACM Transactions on Information Systems (ACM TOIS), 33(4), May
2015.
- M. De Choudhury, M. Gamon, S. Counts, E. Horvitz. Predicting Depression via
Social Media, ICWSM 2013, Boston, MA, July 2013.
- R. West, R.W. White, E. Horvitz, From Cookies to Cooks: Insights on
Dietary Patterns via Analysis of Web Usage Logs, WWW 2013, Rio
de Janeiro, Brazil, May 2013.
- M. De Choudhury, S. Counts, E. Horvitz. Social Media as a
Measurement Tool of Depression in Populations, WebSci
2013, May 2013, Paris, France.
- M. De Choudhury, S. Counts, E. Horvitz. Predicting Postpartum
Changes in Emotion and Behavior via Social Media, CHI 2013, April
2013, Paris, France.
- R.W. White, N.P. Tatonetti, N. H. Shah, R.B. Altman, E.
Horvitz. Web-Scale
Pharmacovigilance: Listening to Signals from the Crowd. JAMIA, March
2013.
- S. Rosenthal, S. Skaff, M. Veloso, D. Bohus, E.
Horvitz. Execution Memory for
Grounding and Coordination. Human Robot Interaction, HRI 2013,
Tokyo, Japan, March 2013.
- M. De Choudhury, S. Counts, E. Horvitz. Major Life Changes and Behavioral Markers
in Social Media: Case of Childbirth, CSCW 2013, February 2013,
San Antonio, Texas.
- A. Kapoor, B. Lee, D. Tan, E. Horvitz. Learning to Learn: Algorithmic
Inspirations from Human Problem Solving, AAAI 2012, Toronto,
July 2012.
- M. De Choudhury, S. Counts, E. Horvitz. How Social Information Networks Reflect Major
Life Events: Case of Childbirth, Workshop on Information in
Networks (WIN), New York, NY, September 2012.
- A. Kapoor, B. Lee, D. Tan, E. Horvitz. Performance and
Preferences: Interactive Refinement of Machine Learning Procedures, AAAI
2012, Toronto, July 2012
- A. Krause and E. Horvitz. A
Utility-theoretic Approach to Privacy in Online Services, Journal
of Artificial Intelligence Research, 39 (2010) 633-662.
- S. Seuken, D.Parkes, E.
Horvitz, K. Jain, M. Czerwinski, and D. Tan, Market User
Interface Design, Conference on Auctions, Market
Mechanisms and their Applications(CHI), New York, NY, August 2011.
- S.T. Iqbal, E. Horvitz, Y. Ju, and E. Mathews, Hang on a Sec! Effects of Proactive
Mediation of Phone Conversations while Driving, Proceedings of the
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI),
Vancouver BC, May 2011.
- E. Kamar and E. Horvitz, Jogger:
Investigation of Principles of Context-Sensitive Reminding, Proceedings
of International Conference on Autonomous Agents and Multiagent Systems
(AAMAS 2011), Tapei, May 2011.
- A. Kapoor, B. Lee, D. Tan, E. Horvitz. Interactive Optimization for
Steering Classification, Proceedings of the ACM SIGCHI Conference
on Human Factors in Computing Systems (CHI), Atlanta, GA, April 2010.
- S.T. Iqbal, Y.C. Ju, E. Horvitz. Cars, Calls, and Cognition: Investigating
Driving and Divided Attention, Proceedings of the ACM SIGCHI
Conference on Human Factors in Computing Systems (CHI), Atlanta, GA,
April 2010.
- S.T. Iqbal and E. Horvitz. Notifications and
Awareness: A Field Study of Alert Usage and Preferences, Proceedings
of the ACM Conference on Computer Supported Cooperative Work (CSCW),
Savannah, GA, February 2010.
- B. Bailey, E. Horvitz. What’s Your Idea? A Case Study of a
Grassroots Innovation Pipeline within a Large Software Company, Proceedings
of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI),
Atlanta, GA, April 2010.
- M. Bernstein, D. Tan, G. Smith, M. Czerwinski, Eric
Horvitz. Collabio: A Game
for Annotating People within Social Networks. Proceedings of UIST
2009. Victoria, Canada, October 2009 (video).
- E. Horvitz and B. Selman. AAAI
Presidential Panel on Long-Term AI Futures: Interim Report from the Panel
Chairs, Association for the Advancement of Artificial Intelligence,
August 2009. In: A. H. Eden, J.H. Moor, J.H.Soraker,
and E. Steinhart, Eds., Singularity Hypotheses: A Scientific and
Philosophical Assessment, 2013.
- A. Krause and E. Horvitz. A Utility-Theoretic Approach to
Privacy and Personalization, AAAI-08:
Twenty-Third Conference on Artificial Intelligence, Chicago,
Illinois, July 2008.
- A. Kapoor, D. Tan, P. Shenoy, E. Horvitz. Complementary
Computing for Visual Tasks: Meshing Computer Vision with Human Visual
Processing, IEEE International Conference on Automatic Face and
Gesture Recognition.
- J. Leskovec and E. Horvitz. Planetary-Scale Views on a Large
Instant-Messaging Network, Proceedings of WWW 2008, Beijing, China, April 2008. (CNBC
discussion)
- A. Krause and E. Horvitz. Privacy, Personalization, and the
Web: A Utility-theoretic Approach, NIPS
Workshop on Machine Learning for Web Search, Whistler, British
Columbia, December 2007.
- A. Kapoor and E. Horvitz. On Discarding, Caching, and Recalling
Samples in Active Learning, Proceedings of the Conference on
Uncertainty and Artificial Intelligence 2007, AUAI Press, July 2007.
- J. Leskovec and E. Horvitz. Worldwide Buzz: Planetary-Scale
Views on an Instant-Messaging Network, Microsoft Research Technical
Report MSR-TR-2006-186,
Microsoft Research, June 2007. (MSNBC
discussion)
- M. R. Morris and E. Horvitz. S3:
Storable, Shareable Search, Proceedings of Interact 2007, Proceedings
of Interact 2007, Riao De Janeiro, Brazil,
September 2007.
- D. Downey, S. Dumais, and E. Horvitz. Heads and Tails: Studies of Web Search
with Common and Rare Queries, Proceedings of SIGIR 2007, ACM
Press, August 2007.
- M. R. Morris and E. Horvitz. SearchTogether:
An Interface for Collaborative Web Search, Proceedings of UIST 2007,
Newport, RI, October 2007.
- E. Horvitz. Reflections
on Challenges and Promises of Mixed-Initiative Interaction, AAAI
Magazine 28, Special Issue on Mixed-Initiative Assistants (2007).
- S. T. Iqbal and E. Horvitz. Disruption and Recovery of Computing
Tasks: Field Study, Analysis, and Directions, Proceedings of CHI
2007, San Jose, California, April 2007.
- E. Horvitz and T. Paek. Complementary Computing:
Policies for Transferring Callers from Dialog Systems to Human
Receptionists. User Modeling and User Adapted Interaction 17
(2007).
- E. Horvitz and P. Koch. Mobile Opportunistic Planning:
Methods and Models. Proceedings of the Eleventh Conference on User
Modeling (UM 2005), June 2007, Corfu, Greece, pp. 238–247.
- E Horvitz. Machine
Learning, Reasoning, and Intelligence in Daily Life: Directions and
Challenges (Invited talk), Proceedings of Artificial Intelligence
Techniques for Ambient Intelligence, Hyderabad, India, January 2007.
- A. Kapoor and E. Horvitz. Principles of Lifelong Learning for
Predictive User Modeling. Proceedings of the Eleventh Conference on
User Modeling (UM 2005), June 2007, Corfu, Greece.
- J.C. Krumm and E. Horvitz. Driver Destination Models. Proceedings
of the Eleventh Conference on User Modeling (UM 2005), June 2007,
Corfu, Greece.
- S. Iqbal and E. Horvitz. Conversations Amidst Computing: A
Study of Interruptions and Recovery of Task Activity. Proceedings
of the Eleventh Conference on User Modeling (UM 2005), June 2007,
Corfu, Greece.
- P. Dewan, J. Grudin, E. Horvitz. Towards Mixed-Initiative
Access Control, Proceedings of the IEEE Conference on Collaborative
Computing: Networking, Applications and Worksharing
(CollaborateCom 2007), November 2007, 64-71.
- J. Krumm and E Horvitz. Predestination:
Inferring Destinations from Partial Trajectories, UbiComp
2006: Eighth International Conference on Ubiquitous Computing,
September 2006.
- J. Letchner, J. Krumm, and E.
Horvitz, Trip Router with
Individualized Preferences: Incorporating Personalization into Route
Planning, Eighteenth Conference on Innovative Applications of
Artificial Intelligence, July 2006.
- E. Horvitz, J. Apacible, R. Sarin, and L. Liao. Prediction, Expectation, and Surprise: Methods,
Designs, and Study of a Deployed Traffic Forecasting Service, Proceedings
of the Conference on Uncertainty and Artificial Intelligence 2005,,
AUAI Press, July 2005.
- E. Horvitz, J. Apacible, and P. Koch. BusyBody: Creating and
Fielding Personalized Models of the Cost of Interruption, Proceedings
of CSCW, Conference on Computer Supported Cooperative Work, ACM Press,
November 2004.
- E. Horvitz and J. Apacible. Learning
and Reasoning about Interruption. Proceedings of the Fifth ACM
International Conference on Multimodal Interfaces, November 2003,
Vancouver, BC, Canada.
- E. Horvitz, J. Apacible, M. Subramani. Balancing Awareness and Interruption:
Investigation of Notification Deferral Policies. Proceedings of the
Tenth Conference on User Modeling (UM 2005), July 2005, Edinburgh,
Scotland.
- N. Oliver and E. Horvitz. A Comparison
of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities.
Proceedings of the Tenth Conference on User Modeling (UM 2005),
July 2005, Edinburgh, Scotland.
- E. Horvitz, P. Koch, R. Sarin, J. Apacible, M.
Subramani. Bayesphone:
Context-Sensitive Policies for Inquiry and Action in Mobile Devices. Proceedings
of the Tenth Conference on User Modeling (UM 2005), July 2005,
Edinburgh, Scotland.
- R. Hariharan, J. Krumm, E. Horvitz, Web-Enhanced GPS, Proceedings of the
International Workshop on Location- and Context-Awareness (LoCA 2005), May 2005.
- J. Olson, J. Grudin, E. Horvitz. A Study of Preferences for Sharing and Privacy.
ACM SIGCHI Conference on Human Factors in Computing Systems, Portland, OR , April,
2005.
- T. Paek and E. Horvitz. Optimizing
Automated Call Routing by Integrating Spoken Dialog Models with Queuing
Models, HLT
2004: Human Language Technology Conference, May 2004.
- E. Horvitz, S. Dumais, P. Koch. Learning
Predictive Models of Memory Landmarks, CogSci
2004: 26th Annual Meeting of the Cognitive Science Society, Chicago,
August 2004.
- E. Horvitz, A Curse of
Riches or a Blessing? Information Access and Awareness under Scarce Cognitive
Resources, Keynote abstract, Adaptive
Hypermedia 2004, Eindhoven, Netherlands, August 2004.
- G. Robertson, E. Horvitz, M. Czerwinski, P. Baudisch,
D. Hutchings, B. Meyers, D. Robbins, G. Smith, Scalable Fabric: A Flexible Representation for
Task Management, Advanced
Visual Interfaces, AVI 2004, Gallipoli, Italy, May 2004, pp. 85-89.
- D. Robbins, E. Cutrell, R. Sarin, E. Horvitz, ZoneZoom: Map Navigation
with Smartphones with Recursive View Segmentation, Advanced
Visual Interfaces, AVI 2004, Gallipoli, Italy, May 2004.
- M. Czerwinski, M., E. Horvitz, and S. Wilhite. A Diary Study of Task Switching and Interruptions,
Proceedings of CHI 2004, Human Factors in Computing Systems.
Vienna, April 2004.
- E. Horvitz, C. M. Kadie, T. Paek, D. Hovel. Models of Attention in Computing and
Communications: From Principles to Applications, Communications of
the ACM 46(3):52-59, March 2003.
- M. Ringel, E. Cutrell, S. Dumais, E. Horvitz. Milestones in Time: The Value of Landmarks in
Retrieving Information from Personal Stores. Proceedings of
Interact 2003: Ninth International Conference on Human-Computer
Interaction, September 2003, Zürich, Switzerland.
- K. Hinckley, J. Pierce, E. Horvitz, M. Sinclair. Foreground and
Background Interaction with Sensor-enhanced Mobile Devices, Transactions
on Computer-Human Interaction (ACM TOCHI), Special Issue on
Sensor-Based Interaction, 12 (1), March 2005, pp. 31-52.
- Czerwinski, M. and Horvitz, E. An Investigation of Memory for Daily Computing
Events. Proceedings of HCI 2002: Sixteenth British HCI Group Annual
Conference, London, England, September 2002.
- E. Horvitz, P. Koch, C.M. Kadie, and A. Jacobs. Coordinate: Probabilistic Forecasting of Presence
and Availability.Proceedings
of UAI '02, Proceedings of the Eighteenth Conference on Uncertainty and
Artificial Intelligence, Edmonton, Canada, July 2002, pp. 224-233.
- M. van Dantzich, D. Robbins,
E. Horvitz, M. Czerwinski, Scope: Providing Awareness
of Multiple Notifications at a Glance, In: Proceedings of AVI 2002,
ACM Conference on Advanced Visual Interfaces, Trento, Italy, May
22-24, 2002. ACM Press.
- Horvitz, E., Apacible, J., Subramani, M., Sarin, R.,
Koch, P., Cadiz, J.J., Narin, A., Rui, Y., Experiences
with the Design, Fielding, and Evaluation of a Real-Time Communications
Agent, Microsoft Research Technical Report MSR-TR-2003-98, December
2003.
- E. Cutrell, M. Czerwinski, and E. Horvitz. Notification, Disruption and Memory: Effects of
Messaging Interruptions on Memory and Performance. Proceedings of
Interact 2001, Tokyo.
- M. Czerwinski, E. Horvitz, and E. Cutrell. Subjective Duration Assessment: An Implicit Probe for
Software Usability. Proceedings of IHM-HCI 2001, Lille, France,
September, 2001, pp. 167-170.
- M. Czerwinski, E. Cutrell, and E. Horvitz. Instant Messaging and Interruption: Influence of Task
Type on Performance, Proceedings of OZCHI 2000, Sydney,
Australia, December 2000.
- M. Czerwinski, E. Cutrell, and E. Horvitz. Instant Messaging: Effects of Relevance and Time,
In S. Turner, P. Turner (Eds), People and Computers XIV: Proceedings of
HCI 2000, Sunderland, UK, September 2000. Vol. 2, British Computer Society,
p. 71-76.
- E. Cutrell, M. Czerwinski, and E. Horvitz. Effects of Instant Messaging Interruptions on
Computing Tasks. In Extended Abstracts of CHI ’2000, Human Factors
in Computing Systems, The Hague, April 1-6, 2000, ACM press, 99-100.
ACM Press.
- K. Hinckley, J. Pierce, M. Sinclair, E. Horvitz, Sensing Techniques
for Mobile Interaction, ACM UIST
2000 Symposium on User Interface Software and Technology, November
2000, San Diego, California, pp. 91-100. (Best Paper award, 2010; Lasting
Impact award, 2011.) Video demo
(mpeg).
- E. Horvitz, J. Breese, D. Heckerman, D. Hovel, and K. Rommelse. The Lumiere Project:
Bayesian User Modeling for Inferring the Goals and Needs of Software
Users. Proceedings of the Fourteenth Conference on Uncertainty in
Artificial Intelligence, Madison, WI, July 1998, Morgan Kaufmann: San
Francisco, pp. 256-265.