Eric Horvitz

According to our database1, Eric Horvitz authored at least 275 papers between 1985 and 2018.

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Awards

ACM Fellow

ACM Fellow 2014, "For contributions to artificial intelligence, and human-computer interaction.".

Timeline

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Bibliography

2018
Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure.
Proceedings of the Sixth AAAI Conference on Human Computation and Crowdsourcing, 2018

On the value of spatiotemporal information: principles and scenarios.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Discovering Blind Spots in Reinforcement Learning.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Learning about Life-Saving Interventions to Predict the Risk of Acute Organ Failures.
Proceedings of the AMIA 2018, 2018

Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Toward multimodal signal detection of adverse drug reactions.
Journal of Biomedical Informatics, 2017

Harnessing the Web for Population-Scale Physiological Sensing: A Case Study of Sleep and Performance.
Proceedings of the 26th International Conference on World Wide Web, 2017

What Went Wrong and Why? Diagnosing Situated Interaction Failures in the Wild.
Proceedings of the Social Robotics - 9th International Conference, 2017

Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Wi-Fly: Widespread Opportunistic Connectivity via Commercial Air Transport.
Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017

Filling the Blanks (hint: plural noun) for Mad Libs Humor.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Geographic and Temporal Trends in Fake News Consumption During the 2016 US Presidential Election.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Addressing bias in machine learning algorithms: A pilot study on emotion recognition for intelligent systems.
Proceedings of the 2017 IEEE Workshop on Advanced Robotics and its Social Impacts, 2017

On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Predicting Mortality of Intensive Care Patients via Learning about Hazard.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Risk-Aware Planning: Methods and Case Study for Safer Driving Routes.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Long-Term Trends in the Public Perception of Artificial Intelligence.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Search and Breast Cancer: On Episodic Shifts of Attention over Life Histories of an Illness.
TWEB, 2016

Scalable Semisupervised Functional Neurocartography Reveals Canonical Neurons in Behavioral Networks.
Neural Computation, 2016

Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach.
Journal of Machine Learning Research, 2016

Early identification of adverse drug reactions from search log data.
Journal of Biomedical Informatics, 2016

Analyzing and Predicting Task Reminders.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Detecting Devastating Diseases in Search Logs.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Optimizing the diamond lane: A more tractable carpool problem and algorithms.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Clustering for set partitioning with a case study in ridesharing.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Intervention Strategies for Increasing Engagement in Crowdsourcing: Platform, Predictions, and Experiments.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Are You Messing with Me?: Querying about the Sincerity of Interactions in the Open World.
Proceedings of the Eleventh ACM/IEEE International Conference on Human Robot Interation, 2016

Identifying Dogmatism in Social Media: Signals and Models.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Toward a Learning Science for Complex Crowdsourcing Tasks.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

On the Future of Personal Assistants.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
Belief Dynamics and Biases in Web Search.
ACM Trans. Inf. Syst., 2015

Information cartography.
Commun. ACM, 2015

Rise of concerns about AI: reflections and directions.
Commun. ACM, 2015

Letter to the Editor: Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter.
AI Magazine, 2015

Diagnoses, Decisions, and Outcomes: Web Search as Decision Support for Cancer.
Proceedings of the 24th International Conference on World Wide Web, 2015

Events and Controversies: Influences of a Shocking News Event on Information Seeking.
Proceedings of the 24th International Conference on World Wide Web, 2015

Incremental Coordination: Attention-Centric Speech Production in a Physically Situated Conversational Agent.
Proceedings of the SIGDIAL 2015 Conference, 2015

Inside Jokes: Identifying Humorous Cartoon Captions.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A Deep Hybrid Model for Weather Forecasting.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Information Gathering in Networks via Active Exploration.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Metareasoning for Planning Under Uncertainty.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Connections: 2015 ICMI Sustained Accomplishment Award Lecture.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Learning to Hire Teams.
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Identifying and Accounting for Task-Dependent Bias in Crowdsourcing.
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Eyewitness: identifying local events via space-time signals in twitter feeds.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Exploring Time-Dependent Concerns about Pregnancy and Childbirth from Search Logs.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

Planning for Crowdsourcing Hierarchical Tasks.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
Geospatial Structure of a Planetary-Scale Social Network.
IEEE Trans. Comput. Social Systems, 2014

A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions.
JAMIA, 2014

From health search to healthcare: explorations of intention and utilization via query logs and user surveys.
JAMIA, 2014

An Interactive Approach to Solving Correspondence Problems.
International Journal of Computer Vision, 2014

From devices to people: attribution of search activity in multi-user settings.
Proceedings of the 23rd International World Wide Web Conference, 2014

Enhancing personalization via search activity attribution.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Time-critical search.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Data, predictions, and decisions in support of people and society.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Airplanes aloft as a sensor network for wind forecasting.
Proceedings of the IPSN'14, 2014

Natural Communication about Uncertainties in Situated Interaction.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Managing Human-Robot Engagement with Forecasts and... um... Hesitations.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Characterizing and predicting postpartum depression from shared facebook data.
Proceedings of the Computer Supported Cooperative Work, 2014

Gauss meets Canadian traveler: shortest-path problems with correlated natural dynamics.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Directions robot: in-the-wild experiences and lessons learned.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Stochastic Privacy.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Captions and biases in diagnostic search.
TWEB, 2013

Behavioral dynamics on the web: Learning, modeling, and prediction.
ACM Trans. Inf. Syst., 2013

"Metro maps of information" by Dafna Shahaf, Carlos Guestrin and Eric Horvitz, with Ching-man Au Yeung as coordinator.
SIGWEB Newsletter, 2013

Report on the SIGIR 2013 workshop on health search and discovery.
SIGIR Forum, 2013

Web-scale pharmacovigilance: listening to signals from the crowd.
JAMIA, 2013

From web search to healthcare utilization: privacy-sensitive studies from mobile data.
JAMIA, 2013

From cookies to cooks: insights on dietary patterns via analysis of web usage logs.
Proceedings of the 22nd International World Wide Web Conference, 2013

Mining the web to predict future events.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Pairwise ranking aggregation in a crowdsourced setting.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Social media as a measurement tool of depression in populations.
Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Pursuing insights about healthcare utilization via geocoded search queries.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Workshop on health search and discovery: helping users and advancing medicine.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Here and there: goals, activities, and predictions about location from geotagged queries.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Nobody likes Mondays: foreground detection and behavioral patterns analysis in complex urban scenes.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

Look versus Leap: Computing Value of Information with High-Dimensional Streaming Evidence.
Proceedings of the IJCAI 2013, 2013

Lifelong Learning for Acquiring the Wisdom of the Crowd.
Proceedings of the IJCAI 2013, 2013

Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Predicting Depression via Social Media.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Execution memory for grounding and coordination.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2013

Why Stop Now? Predicting Worker Engagement in Online Crowdsourcing.
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

Volunteering Versus Work for Pay: Incentives and Tradeoffs in Crowdsourcing.
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

Major life changes and behavioral markers in social media: case of childbirth.
Proceedings of the Computer Supported Cooperative Work, 2013

Patient-clinician communication: the roadmap for HCI.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Predicting postpartum changes in emotion and behavior via social media.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Light at the end of the tunnel: a Monte Carlo approach to computing value of information.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Automated Workflow Synthesis.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Introducing Worldwide AI.
AI Magazine, 2012

Trains of thought: generating information maps.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Modeling and predicting behavioral dynamics on the web.
Proceedings of the 21st World Wide Web Conference 2012, 2012

Crowdsourcing the acquisition of natural language corpora: Methods and observations.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Studies of the onset and persistence of medical concerns in search logs.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Market user interface design.
Proceedings of the 13th ACM Conference on Electronic Commerce, 2012

Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Towards Situated Collaboration.
Proceedings of the Workshop on Future directions and needs in the Spoken Dialog Community: Tools and Data, 2012

Metro maps of science.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Some help on the way: opportunistic routing under uncertainty.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Personalized Online Education - A Crowdsourcing Challenge.
Proceedings of the 4th Human Computation Workshop, 2012

Memory constrained face recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Human computation tasks with global constraints.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Direct answers for search queries in the long tail.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Task routing for prediction tasks.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Combining human and machine intelligence in large-scale crowdsourcing.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Incentives for truthful reporting in crowdsourcing.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Performance and Preferences: Interactive Refinement of Machine Learning Procedures.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Learning to Learn: Algorithmic Inspirations from Human Problem Solving.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Information Technology research challenges for healthcare: from discovery to delivery.
SIGHIT Record, 2011

Introduction to the Special Issue on Dialog with Robots.
AI Magazine, 2011

Reports of the AAAI 2010 Fall Symposia.
AI Magazine, 2011

The effects of choice in routing relevance judgments.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Intentions and attention in exploratory health search.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Multiparty Turn Taking in Situated Dialog: Study, Lessons, and Directions.
Proceedings of the SIGDIAL 2011 Conference, 2011

Bricks, arches, and cathedrals: reflections on paths to deeper human-computer symbioses.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Decisions about turns in multiparty conversation: from perception to action.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

Characterizing patient-friendly "micro-explanations"of medical events.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

Hang on a sec!: effects of proactive mediation of phone conversations while driving.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

Peripheral computing during presentations: perspectives on costs and preferences.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

Jogger: models for context-sensitive reminding.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Market User Interface Design - (Extended Abstract).
Proceedings of the Auctions, Market Mechanisms, and Their Applications, 2011

2010
Potential for personalization.
ACM Trans. Comput.-Hum. Interact., 2010

Personalization via friendsourcing.
ACM Trans. Comput.-Hum. Interact., 2010

A Utility-Theoretic Approach to Privacy in Online Services.
J. Artif. Intell. Res., 2010

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

Reports of the AAAI 2010 Spring Symposia.
AI Magazine, 2010

Predicting escalations of medical queries based on web page structure and content.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Facilitating multiparty dialog with gaze, gesture, and speech.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Notifications and awareness: a field study of alert usage and preferences.
Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, 2010

Interactive optimization for steering machine classification.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

Cars, calls, and cognition: investigating driving and divided attention.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

What's your idea?: a case study of a grassroots innovation pipeline within a large software company.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population.
Proceedings of the Artificial Intelligence for Development, 2010

Preface.
Proceedings of the Artificial Intelligence for Development, 2010

Preface: Dialog with Robots.
Proceedings of the Dialog with Robots, 2010

Organizing Committee.
Proceedings of the Dialog with Robots, 2010

On the Challenges and Opportunities of Physically Situated Dialog.
Proceedings of the Dialog with Robots, 2010

Generalized Task Markets for Human and Machine Computation.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Cyberchondria: Studies of the escalation of medical concerns in Web search.
ACM Trans. Inf. Syst., 2009

Collabio: a game for annotating people within social networks.
Proceedings of the 22nd Annual ACM Symposium on User Interface Software and Technology, 2009

Learning to Predict Engagement with a Spoken Dialog System in Open-World Settings.
Proceedings of the SIGDIAL 2009 Conference, 2009

Models for Multiparty Engagement in Open-World Dialog.
Proceedings of the SIGDIAL 2009 Conference, 2009

Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Investigations of Continual Computation.
Proceedings of the IJCAI 2009, 2009

Collaboration and Shared Plans in the Open World: Studies of Ridesharing.
Proceedings of the IJCAI 2009, 2009

Dialog in the open world: platform and applications.
Proceedings of the 11th International Conference on Multimodal Interfaces, 2009

Patient controlled encryption: ensuring privacy of electronic medical records.
Proceedings of the first ACM Cloud Computing Security Workshop, 2009

Experiences with Web Search on Medical Concerns and Self Diagnosis.
Proceedings of the AMIA 2009, 2009

Toward a computational microscope for neurobiology.
Proceedings of the Fourth Paradigm: Data-Intensive Scientific Discovery, 2009

2008
Planetary-scale views on a large instant-messaging network.
Proceedings of the 17th International Conference on World Wide Web, 2008

Toward Community Sensing.
Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008

Complementary computing for visual tasks: Meshing computer vision with human visual processing.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Understanding the relationship between searchers' queries and information goals.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Experience sampling for building predictive user models: a comparative study.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Mobile opportunistic commerce: mechanisms, architecture, and application.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

A Utility-Theoretic Approach to Privacy and Personalization.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Complementary computing: policies for transferring callers from dialog systems to human receptionists.
User Model. User-Adapt. Interact., 2007

Predestination: Where Do You Want to Go Today?
IEEE Computer, 2007

Reflections on Challenges and Promises of Mixed-Initiative Interaction.
AI Magazine, 2007

Web projections: learning from contextual subgraphs of the web.
Proceedings of the 16th International Conference on World Wide Web, 2007

Driver Destination Models.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Principles of Lifelong Learning for Predictive User Modeling.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Conversations Amidst Computing: A Study of Interruptions and Recovery of Task Activity.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Mobile Opportunistic Planning: Methods and Models.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

SearchTogether: an interface for collaborative web search.
Proceedings of the 20th Annual ACM Symposium on User Interface Software and Technology, 2007

On Discarding, Caching, and Recalling Samples in Active Learning.
Proceedings of the UAI 2007, 2007

Characterizing the value of personalizing search.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Heads and tails: studies of web search with common and rare queries.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

S3: Storable, Shareable Search.
Proceedings of the Human-Computer Interaction, 2007

Selective Supervision: Guiding Supervised Learning with Decision-Theoretic Active Learning.
Proceedings of the IJCAI 2007, 2007

Models of Searching and Browsing: Languages, Studies, and Application.
Proceedings of the IJCAI 2007, 2007

Towards mixed-initiative access control.
Proceedings of the 3rd International Conference on Collaborative Computing: Networking, 2007

Disruption and recovery of computing tasks: field study, analysis, and directions.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
Considering Cost Asymmetry in Learning Classifiers.
Journal of Machine Learning Research, 2006

Predestination: Inferring Destinations from Partial Trajectories.
Proceedings of the UbiComp 2006: Ubiquitous Computing, 2006

Trip Router with Individualized Preferences (TRIP): Incorporating Personalization into Route Planning.
Proceedings of the Proceedings, 2006

2005
Foreground and background interaction with sensor-enhanced mobile devices.
ACM Trans. Comput.-Hum. Interact., 2005

The Combination of Text Classifiers Using Reliability Indicators.
Inf. Retr., 2005

From the Guest Editor...: New Contributions and Reflections on Graph-Based Representations for Decision Analysis.
Decision Analysis, 2005

From the Guest Editor...: Special Issue on Graph-Based Representations.
Decision Analysis, 2005

Analysis of topic dynamics in web search.
Proceedings of the 14th international conference on World Wide Web, 2005

Computing location from ambient FM radio signals [commercial radio station signals].
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities.
Proceedings of the User Modeling 2005, 2005

Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices.
Proceedings of the User Modeling 2005, 2005

Balancing Awareness and Interruption: Investigation of Notification Deferral Policies.
Proceedings of the User Modeling 2005, 2005

Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service.
Proceedings of the UAI '05, 2005

Personalizing search via automated analysis of interests and activities.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Web-Enhanced GPS.
Proceedings of the Location- and Context-Awareness, First International Workshop, 2005

A study of preferences for sharing and privacy.
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004
Actions, answers, and uncertainty: a decision-making perspective on Web-based question answering.
Inf. Process. Manage., 2004

Layered representations for learning and inferring office activity from multiple sensory channels.
Computer Vision and Image Understanding, 2004

Newsjunkie: providing personalized newsfeeds via analysis of information novelty.
Proceedings of the 13th international conference on World Wide Web, 2004

Implicit queries (IQ) for contextualized search.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Optimizing Automated Call Routing by Integrating Spoken Dialog Models with Queuing Models.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004

LOCADIO: Inferring Motion and Location from Wi-Fi Signal Strengths.
Proceedings of the 1st Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2004), 2004

S-SEER: Selective Perception in a Multimodal Office Activity Recognition System.
Proceedings of the Machine Learning for Multimodal Interaction, 2004

BusyBody: creating and fielding personalized models of the cost of interruption.
Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004

Forecasting presence and availability.
Proceedings of the Extended abstracts of the 2004 Conference on Human Factors in Computing Systems, 2004

A diary study of task switching and interruptions.
Proceedings of the 2004 Conference on Human Factors in Computing Systems, 2004

Scalable Fabric: flexible task management.
Proceedings of the working conference on Advanced visual interfaces, 2004

ZoneZoom: map navigation for smartphones with recursive view segmentation.
Proceedings of the working conference on Advanced visual interfaces, 2004

A Curse of Riches or a Blessing? Information Access and Awareness Under Scarce Cognitive Resources.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2004

The Backdoor Key: A Path to Understanding Problem Hardness.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
Models of attention in computing and communication: from principles to applications.
Commun. ACM, 2003

Web-Based Question Answering: A Decision-Making Perspective.
Proceedings of the UAI '03, 2003

Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores.
Proceedings of the Human-Computer Interaction INTERACT '03: IFIP TC13 International Conference on Human-Computer Interaction, 2003

Selective perception policies for guiding sensing and computation in multimodal systems: a comparative analysis.
Proceedings of the 5th International Conference on Multimodal Interfaces, 2003

Learning and reasoning about interruption.
Proceedings of the 5th International Conference on Multimodal Interfaces, 2003

RightSPOT: A Novel Sense of Location for a Smart Personal Object.
Proceedings of the UbiComp 2003: Ubiquitous Computing, 2003

2002
AAAI 2002 Workshops.
AI Magazine, 2002

Web montage: a dynamic personalized start page.
Proceedings of the Eleventh International World Wide Web Conference, 2002

Coordinates: Probabilistic Forecasting of Presence and Availability.
Proceedings of the UAI '02, 2002

Probabilistic combination of text classifiers using reliability indicators: models and results.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Uncertainty, intelligence, and interaction.
Proceedings of the 7th International Conference on Intelligent User Interfaces, 2002

Layered Representations for Human Activity Recognition.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

Restart Policies with Dependence among Runs: A Dynamic Programming Approach.
Proceedings of the Principles and Practice of Constraint Programming, 2002

Scope: providing awareness of multiple notifications at a glance.
Proceedings of the Working Conference on Advanced Visual Interfaces, 2002

Dynamic Restart Policies.
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001
A Bayesian Approach to Tackling Hard Computational Problems (Preliminary Report).
Electronic Notes in Discrete Mathematics, 2001

Computational tradeoffs under bounded resources.
Artif. Intell., 2001

Principles and applications of continual computation.
Artif. Intell., 2001

Harnessing Models of Users' Goals to Mediate Clarification Dialog in Spoken Language Systems.
Proceedings of the User Modeling 2001, 8th International Conference, 2001

Toward more sensitive mobile phones.
Proceedings of the 14th Annual ACM Symposium on User Interface Software and Technology, 2001

A Bayesian Approach to Tackling Hard Computational Problems.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Notification, Disruption, and Memory: Effects of Messaging Interruptions on Memory and Performance.
Proceedings of the Human-Computer Interaction INTERACT '01: IFIP TC13 International Conference on Human-Computer Interaction, 2001

Graphical Analysis of Value of Information in Decision Models.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Using Machine Learning Techniques to Interpret WH-questions.
Proceedings of the Association for Computational Linguistic, 2001

2000
Sensing techniques for mobile interaction.
Proceedings of the 13th Annual ACM Symposium on User Interface Software and Technology, 2000

Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach.
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

Conversation as Action Under Uncertainty.
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

Uncertainty, Utility, and Understanding.
Proceedings of the Intelligent Tutoring Systems, 5th International Conference, 2000

Continuous listening for unconstrained spoken dialog.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Deeplistener: harnessing expected utility to guide clarification dialog in spoken language systems.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

A Normative Examination of Ensemble Learning Algorithms.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Effects of instant messaging interruptions on computing tasks.
Proceedings of the CHI '00 Extended Abstracts on Human Factors in Computing Systems, 2000

Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
Attention-Sensitive Alerting.
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Bridging Science and Applications (Panel).
Proceedings of the 4th International Conference on Intelligent User Interfaces, 1999

Continual Computation Policies for Allocating Offline and Real-Time Resources.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

Principles of Mixed-Initiative User Interfaces.
Proceedings of the Proceeding of the CHI '99 Conference on Human Factors in Computing Systems: The CHI is the Limit, 1999

1998
The Lumière Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Inferring Informational Goals from Free-Text Queries: A Bayesian Approach.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Continual Computation Policies for Utility-Directed Prefetching.
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998

1997
Time-Critical Action: Representations and Application.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

Compelling Intelligent User Interfaces - How Much AI?
Proceedings of the 2nd International Conference on Intelligent User Interfaces, 1997

Models of Continual Computation.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
A Graph-Theoretic Analysis of Information Value.
Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

Decision-Theoretic Reasoning and the Human-Computer Interface: Advances in Embedded Intelligent Agents (abstract).
Proceedings of the SOFSEM '96: Theory and Practice of Informatics, 1996

Challenge Problems for Artificial Intelligence (Panel Statements).
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995
Structure and Chance: Melding Logic and Probability for Software Debugging.
Commun. ACM, 1995

Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-Based Diagnosis.
Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources.
Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

Display of Information for Time-Critical Decision Making.
Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

1993
A Bayesian analysis of simulation algorithms for inference in belief networks.
Networks, 1993

Reasoning about the Value of Decision-Model Refinement: Methods and Application.
Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

Utility-Based Abstraction and Categorization.
Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

1992
Reformulating Inference Problems Through Selective Conditioning.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

Dynamic Network Models for Forecasting.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1991
Decision Analysis and Expert Systems.
AI Magazine, 1991

Time-Dependent Utility and Action Under Uncertainty.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

An Approximate Nonmyopic Computation for Value of Information.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

1990
Problem formulation as the reduction of a decision model.
Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

Ideal reformulation of belief networks.
Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

1989
Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

1988
Decision theory in expert systems and artificial intelligenc.
Int. J. Approx. Reasoning, 1988

Reasoning under Varying and Uncertain Resource Constraints.
Proceedings of the 7th National Conference on Artificial Intelligence, 1988

1987
Book Review: Heuristics - Intelligent Search Strategies for Computer Problem Solving.
AI Magazine, 1987

Reasoning about Beliefs and Actions Under Computational Resource Constraints.
Proceedings of the UAI '87: Proceedings of the Third Annual Conference on Uncertainty in Artificial Intelligence, 1987

On the Expressiveness of Rule-based Systems for Reasoning with Uncertainty.
Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, 1987

1986
The myth of modularity in rule-based systems for reasoning with uncertainty.
Proceedings of the UAI '86: Proceedings of the Second Annual Conference on Uncertainty in Artificial Intelligence, 1986

A Framework for Comparing Alternative Formalisms for Plausible Reasoning.
Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986

1985
The Inconsistent Use of Measures of Certainty in Artificial Intelligence Research.
Proceedings of the UAI '85: Proceedings of the First Annual Conference on Uncertainty in Artificial Intelligence, 1985


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