Eric Horvitz
#9,137
Most Influential Person Now
American computer scientist
Eric Horvitz's AcademicInfluence.com Rankings
Eric Horvitzcomputer-science Degrees
Computer Science
#587
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#607
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#319
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Artificial Intelligence
#55
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#58
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#28
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Machine Learning
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#129
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#42
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#337
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#351
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#156
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Computer Science
Eric Horvitz's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
- Bachelors Symbolic Systems Stanford University
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Why Is Eric Horvitz Influential?
(Suggest an Edit or Addition)According to Wikipedia, Eric Joel Horvitz is an American computer scientist, and Technical Fellow at Microsoft, where he serves as the company's first Chief Scientific Officer. He was previously the director of Microsoft Research Labs, including research centers in Redmond, WA, Cambridge, MA, New York, NY, Montreal, Canada, Cambridge, UK, and Bangalore, India.
Eric Horvitz's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A Bayesian Approach to Filtering Junk E-Mail (1998) (1638)
- Predicting Depression via Social Media (2013) (1392)
- Principles of mixed-initiative user interfaces (1999) (1211)
- The Lumière Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users (1998) (887)
- A diary study of task switching and interruptions (2004) (824)
- Guidelines for Human-AI Interaction (2019) (682)
- Planetary-scale views on a large instant-messaging network (2008) (649)
- Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach (2000) (632)
- Sensing techniques for mobile interaction (2000) (598)
- Patient controlled encryption: ensuring privacy of electronic medical records (2009) (521)
- Predestination: Inferring Destinations from Partial Trajectories (2006) (510)
- Cyberchondria: Studies of the escalation of medical concerns in Web search (2009) (473)
- Personalizing Search via Automated Analysis of Interests and Activities (2005) (470)
- Influence of Pokémon Go on Physical Activity: Study and Implications (2016) (470)
- SearchTogether: an interface for collaborative web search (2007) (459)
- Computational rationality: A converging paradigm for intelligence in brains, minds, and machines (2015) (452)
- Social media as a measurement tool of depression in populations (2013) (447)
- Toward Normative Expert Systems: Part I The Pathfinder Project (1992) (437)
- Notification, Disruption, and Memory: Effects of Messaging Interruptions on Memory and Performance (2001) (423)
- Predicting postpartum changes in emotion and behavior via social media (2013) (398)
- Reasoning about beliefs and actions under computational resource constraints (1987) (397)
- Decision theory in expert systems and artificial intelligenc (1988) (390)
- Attention-Sensitive Alerting (1999) (383)
- Combining human and machine intelligence in large-scale crowdsourcing (2012) (378)
- Layered representations for learning and inferring office activity from multiple sensory channels (2004) (362)
- Layered representations for human activity recognition (2002) (362)
- Probabilistic Diagnosis Using a Reformulation of the INTERNIST-1/QMR Knowledge Base (2016) (361)
- Models of attention in computing and communication (2003) (358)
- Characterizing and predicting postpartum depression from shared facebook data (2014) (332)
- Patterns of search: analyzing and modeling Web query refinement (1999) (330)
- Learning and reasoning about interruption (2003) (329)
- Disruption and recovery of computing tasks: field study, analysis, and directions (2007) (318)
- Pairwise ranking aggregation in a crowdsourced setting (2013) (311)
- A study of preferences for sharing and privacy (2005) (283)
- LOCADIO: inferring motion and location from Wi-Fi signal strengths (2004) (271)
- Newsjunkie: providing personalized newsfeeds via analysis of information novelty (2004) (260)
- Toward Community Sensing (2008) (250)
- Instant Messaging: Effects of Relevance and Timing (2000) (249)
- Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering (2000) (244)
- Reasoning under Varying and Uncertain Resource Constraints (1988) (229)
- Dynamic Network Models for Forecasting (1992) (213)
- Web-scale pharmacovigilance: listening to signals from the crowd (2013) (211)
- Notifications and awareness: a field study of alert usage and preferences (2010) (206)
- A Deep Hybrid Model for Weather Forecasting (2015) (205)
- Display of Information for Time-Critical Decision Making (1995) (204)
- Mining the web to predict future events (2013) (202)
- Decision Analysis and Expert Systems (1991) (196)
- Prediction, Expectation, and Surprise: Methods, Designs, and Study of a Deployed Traffic Forecasting Service (2005) (192)
- Beyond Accuracy: The Role of Mental Models in Human-AI Team Performance (2019) (185)
- Human computation tasks with global constraints (2012) (181)
- BusyBody: creating and fielding personalized models of the cost of interruption (2004) (178)
- Data, privacy, and the greater good (2015) (174)
- Milestones in Time: The Value of Landmarks in Retrieving Information from Personal Stores (2003) (173)
- Understanding the relationship between searchers' queries and information goals (2008) (172)
- Long-Term Trends in the Public Perception of Artificial Intelligence (2016) (169)
- Conversation as Action Under Uncertainty (2000) (168)
- PACT: Privacy-Sensitive Protocols And Mechanisms for Mobile Contact Tracing (2020) (168)
- Collaboration and shared plans in the open world: studies of ridesharing (2009) (167)
- Coordinates: Probabilistic Forecasting of Presence and Availability (2002) (166)
- Potential for personalization (2010) (162)
- Interactive optimization for steering machine classification (2010) (153)
- RightSPOT: A Novel Sense of Location for a Smart Personal Object (2003) (153)
- Facilitating multiparty dialog with gaze, gesture, and speech (2010) (150)
- Trip Router with Individualized Preferences (TRIP): Incorporating Personalization into Route Planning (2006) (150)
- A Bayesian Approach to Tackling Hard Computational Problems (Preliminary Report) (2001) (148)
- Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study (1989) (147)
- Models for Multiparty Engagement in Open-World Dialog (2009) (146)
- Bounded Conditioning: Flexible Inference for Decisions under Scarce Resources (2013) (146)
- Effects of instant messaging interruptions on computing tasks (2000) (145)
- Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff (2019) (145)
- Dynamic restart policies (2002) (143)
- Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration (2016) (142)
- Considering Cost Asymmetry in Learning Classifiers (2006) (139)
- Trains of thought: generating information maps (2012) (139)
- Selective Supervision: Guiding Supervised Learning with Decision-Theoretic Active Learning (2007) (137)
- Modeling and predicting behavioral dynamics on the web (2012) (134)
- Scope: providing awareness of multiple notifications at a glance (2002) (133)
- A computational architecture for conversation (1999) (133)
- Worldwide Buzz: Planetary-Scale Views on an Instant-Messaging Network (2007) (132)
- Volunteering Versus Work for Pay: Incentives and Tradeoffs in Crowdsourcing (2013) (125)
- Models of Searching and Browsing: Languages, Studies, and Application (2007) (120)
- Personalizing search via automated analysis of interests and activities (2005) (120)
- Probabilistic Diagnosis Using a Reformulation of the INTERNIST-1/QMR Knowledge Base (1991) (115)
- Major life changes and behavioral markers in social media: case of childbirth (2013) (115)
- A Utility-Theoretic Approach to Privacy in Online Services (2010) (115)
- Dialog in the open world: platform and applications (2009) (113)
- A Framework for Comparing Alternative Formalisms for Plausible Reasoning (1986) (111)
- Screening for Pancreatic Adenocarcinoma Using Signals From Web Search Logs: Feasibility Study and Results. (2016) (110)
- Scalable Fabric: flexible task management (2004) (109)
- Direct answers for search queries in the long tail (2012) (109)
- An Approximate Nonmyopic Computation for Value of Information (1993) (109)
- Predicting Travel Time Reliability using Mobile Phone GPS Data (2017) (109)
- Intentions and attention in exploratory health search (2011) (108)
- Data-Driven Decisions for Reducing Readmissions for Heart Failure: General Methodology and Case Study (2014) (106)
- Experience sampling for building predictive user models: a comparative study (2008) (106)
- ZoneZoom: map navigation for smartphones with recursive view segmentation (2004) (105)
- A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions (2014) (105)
- Time-Dependent Utility and Action Under Uncertainty (1991) (104)
- Experiences with Web Search on Medical Concerns and Self Diagnosis (2009) (100)
- Towards Accountable AI: Hybrid Human-Machine Analyses for Characterizing System Failure (2018) (99)
- A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities (2005) (98)
- Metro maps of science (2012) (96)
- Map Matching with Travel Time Constraints (2007) (95)
- Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task (2012) (95)
- Foreground and background interaction with sensor-enhanced mobile devices (2005) (95)
- Toward Enhanced Pharmacovigilance Using Patient-Generated Data on the Internet (2014) (93)
- Personalized Online Education - A Crowdsourcing Challenge (2012) (92)
- From cookies to cooks: insights on dietary patterns via analysis of web usage logs (2013) (91)
- Predestination: Where Do You Want to Go Today? (2007) (90)
- Subjective Duration Assessment: An Implicit Probe for Software Usability (2001) (90)
- Learning to Complement Humans (2020) (89)
- Learning to Predict Engagement with a Spoken Dialog System in Open-World Settings (2009) (89)
- Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting (2019) (88)
- Personalization via friendsourcing (2010) (88)
- Generalized Task Markets for Human and Machine Computation (2010) (86)
- Cooperative AI: machines must learn to find common ground (2021) (84)
- An Investigation of Memory for Daily Computing Events (2002) (84)
- A Utility-Theoretic Approach to Privacy and Personalization (2008) (83)
- MSBNx: A Component-Centric Toolkit for Modeling and Inference with Bayesian Networks (2001) (83)
- Beyond the Commons: Investigating the Value of Personalizing Web Search (2005) (83)
- Bayesian Modality Fusion: Probabilistic Integration of Multiple Vision Algorithms for Head Tracking (1999) (81)
- Multiparty Turn Taking in Situated Dialog: Study, Lessons, and Directions (2011) (81)
- Implicit queries (IQ) for contextualized search (2004) (81)
- What's your idea?: a case study of a grassroots innovation pipeline within a large software company (2010) (79)
- Web montage: a dynamic personalized start page (2002) (79)
- Probabilistic combination of text classifiers using reliability indicators: models and results (2002) (79)
- Inferring Informational Goals from Free-Text Queries: A Bayesian Approach (1998) (78)
- Eyewitness: identifying local events via space-time signals in twitter feeds (2015) (78)
- Toward a Learning Science for Complex Crowdsourcing Tasks (2016) (78)
- Directions robot: in-the-wild experiences and lessons learned (2014) (76)
- Sparks of Artificial General Intelligence: Early experiments with GPT-4 (2023) (75)
- Why Stop Now? Predicting Worker Engagement in Online Crowdsourcing (2013) (74)
- Identifying and Accounting for Task-Dependent Bias in Crowdsourcing (2015) (73)
- Personalised hypermedia presentation techniques for improving online customer relationships (2001) (73)
- Balancing Awareness and Interruption: Investigation of Notification Deferral Policies (2005) (72)
- Managing Human-Robot Engagement with Forecasts and... um... Hesitations (2014) (71)
- Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks (2013) (71)
- Reflections on Challenges and Promises of Mixed-Initiative Interaction (2007) (71)
- Incentives for truthful reporting in crowdsourcing (2012) (70)
- Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices (2005) (69)
- Geographic and Temporal Trends in Fake News Consumption During the 2016 US Presidential Election (2017) (69)
- Behavioral dynamics on the web: Learning, modeling, and prediction (2013) (68)
- The Combination of Text Classifiers Using Reliability Indicators (2016) (67)
- Characterizing the value of personalizing search (2007) (67)
- The myth of modularity in rule-based systems for reasoning with uncertainty (1986) (66)
- Uncertainty, Utility, and Misunderstanding: A Decision-Theoretic Perspective on Grounding in Conversational Systems (1999) (65)
- The Inconsistent Use of Measures of Certainty in Artificial Intelligence Research (1985) (65)
- Uncertain reasoning and forecasting (1995) (65)
- Collabio: a game for annotating people within social networks (2009) (64)
- Structure and chance: melding logic and probability for software debugging (1995) (64)
- Principles and applications of continual computation (2001) (64)
- Addressing bias in machine learning algorithms: A pilot study on emotion recognition for intelligent systems (2017) (63)
- Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering (1997) (62)
- Toward more sensitive mobile phones (2001) (62)
- On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems (2016) (61)
- Restart Policies with Dependence among Runs: A Dynamic Programming Approach (2002) (61)
- Cars, calls, and cognition: investigating driving and divided attention (2010) (61)
- Inside Jokes: Identifying Humorous Cartoon Captions (2015) (58)
- On the Expressiveness of Rule-based Systems for Reasoning with Uncertainty (1987) (58)
- Some help on the way: opportunistic routing under uncertainty (2012) (58)
- Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach (2016) (55)
- S3: Storable, Shareable Search (2007) (54)
- Heads and tails: studies of web search with common and rare queries (2007) (54)
- Harnessing Models of Users' Goals to Mediate Clarification Dialog in Spoken Language Systems (2001) (53)
- Harnessing the Web for Population-Scale Physiological Sensing: A Case Study of Sleep and Performance (2017) (53)
- Crowdsourcing the acquisition of natural language corpora: Methods and observations (2012) (53)
- From health search to healthcare: explorations of intention and utilization via query logs and user surveys (2014) (52)
- Challenge problems for artificial intelligence (1996) (51)
- SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search (2020) (50)
- Decisions about turns in multiparty conversation: from perception to action (2011) (50)
- Rise of concerns about AI (2015) (50)
- Reasoning about the Value of Decision-Model Refinement: Methods and Application (1993) (50)
- Task routing for prediction tasks (2012) (49)
- Crowdsourcing General Computation (2011) (49)
- Ideal reformulation of belief networks (1990) (49)
- Letter to the Editor: Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter (2015) (49)
- Learning Predictive Models of Memory Landmarks (2004) (49)
- Agents With Beliefs: Reflections on Bayesian Methods for User Modeling (1997) (48)
- The Backdoor Key: A Path to Understanding Problem Hardness (2004) (48)
- Learning Data-Driven Patient Risk Stratification Models for Clostridium difficile (2014) (48)
- Automated Decision-Analytic Diagnosis of Thermal Performance in Gas Turbines (1992) (47)
- Early identification of adverse drug reactions from search log data (2016) (46)
- Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach (2017) (46)
- Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork (2021) (45)
- Characterizing the Internet Research Agency’s Social Media Operations During the 2016 U.S. Presidential Election using Linguistic Analyses (2018) (44)
- Understanding Failures of Deep Networks via Robust Feature Extraction (2020) (44)
- Computing location from ambient FM radio signals [commercial radio station signals] (2005) (43)
- Events and Controversies: Influences of a Shocking News Event on Information Seeking (2014) (43)
- Computational tradeoffs under bounded resources (2001) (42)
- Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing (2014) (42)
- Detecting neurodegenerative disorders from web search signals (2018) (42)
- Continuous Time Bayesian Networks for Inferring Users’ Presence and Activities with Extensions for Modeling and Evaluation (2003) (41)
- Studies of the onset and persistence of medical concerns in search logs (2012) (40)
- One Hundred Year Study on Artificial Intelligence: Reflections and Framing (2016) (40)
- Complementary computing: policies for transferring callers from dialog systems to human receptionists (2007) (39)
- Hang on a sec!: effects of proactive mediation of phone conversations while driving (2011) (39)
- Evaluation of the Feasibility of Screening Patients for Early Signs of Lung Carcinoma in Web Search Logs (2017) (39)
- Analysis of topic dynamics in web search (2005) (39)
- Exploring Time-Dependent Concerns about Pregnancy and Childbirth from Search Logs (2015) (38)
- On the Future of Personal Assistants (2016) (38)
- Web projections: learning from contextual subgraphs of the web (2007) (38)
- Integrated expert systems and videodisc in surgical pathology: an overview. (1990) (37)
- Belief Dynamics and Biases in Web Search (2015) (37)
- Selective perception policies for guiding sensing and computation in multimodal systems: a comparative analysis (2003) (37)
- Toward Understanding Preferences for Sharing and Privacy (2004) (37)
- Compelling intelligent user interfaces—how much AI? (1997) (37)
- Analyzing and Predicting Task Reminders (2016) (36)
- A decision-theoretic approach to the display of information for time-critical decisions: The Vista project (1993) (36)
- Web-Enhanced GPS (2005) (36)
- SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions (2020) (35)
- Web to world: predicting transitions from self-diagnosis to the pursuit of local medical assistance in web search. (2010) (34)
- Efficient Forward Architecture Search (2019) (34)
- A Bayesian analysis of simulation algorithms for inference in belief networks (1993) (34)
- A time-indexed reference standard of adverse drug reactions (2014) (34)
- Time-critical search (2014) (33)
- Models of Continual Computation (1997) (33)
- Mobile Opportunistic Planning: Methods and Models (2007) (33)
- Incremental Coordination: Attention-Centric Speech Production in a Physically Situated Conversational Agent (2015) (32)
- Deeplistener: harnessing expected utility to guide clarification dialog in spoken language systems (2000) (32)
- On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers (2005) (32)
- Collaborative filtering by personality diagnosis (2000) (31)
- The Microsoft Multiperson Location Survey (2005) (31)
- Reverse-Engineering Satire, or "Paper on Computational Humor Accepted Despite Making Serious Advances" (2019) (31)
- Principles of Lifelong Learning for Predictive User Modeling (2007) (31)
- Lifelong Learning for Acquiring the Wisdom of the Crowd (2013) (30)
- Information cartography (2015) (30)
- Optimizing Automated Call Routing by Integrating Spoken Dialog Models with Queuing Models (2004) (29)
- From web search to healthcare utilization: privacy-sensitive studies from mobile data (2013) (29)
- Metareasoning for Planning Under Uncertainty (2015) (29)
- People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population (2010) (29)
- A Graph-Theoretic Analysis of Information Value (1996) (28)
- Performance and Preferences: Interactive Refinement of Machine Learning Procedures (2012) (28)
- Continuous listening for unconstrained spoken dialog (2000) (28)
- Time-Critical Action: Representations and Application (1997) (28)
- Market user interface design (2012) (27)
- Reeection and Action under Scarce Resources: Theoretical Principles and Empirical Study 1 Reeection and Flexibility 2 Decision-theoretic Valuation (1989) (27)
- Open-World Dialog: Challenges, Directions, and a Prototype (2009) (27)
- AI, people, and society (2017) (27)
- The Compilation of Decision Models (2013) (27)
- Mobile opportunistic commerce: mechanisms, architecture, and application (2008) (27)
- Intervention Strategies for Increasing Engagement in Crowdsourcing: Platform, Predictions, and Experiments (2016) (27)
- Continual computation policies for utility-directed prefetching (1998) (27)
- Capabilities of GPT-4 on Medical Challenge Problems (2023) (27)
- Breaking boundaries: active information acquisition across learning and diagnosis (2009) (26)
- Grounding Criterion: Toward a Formal Theory of Grounding (2000) (26)
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications (2020) (26)
- Computational Models for Multiparty Turn-Taking (2010) (26)
- Heuristic Abstraction in the Decision-Theoretic Pathfinder System (1989) (25)
- An Empirical Analysis of Backward Compatibility in Machine Learning Systems (2020) (25)
- Captions and biases in diagnostic search (2013) (25)
- Uncertainty, Action, and Interaction: In Pursuit of Mixed-Initiative Computing (2016) (24)
- Information Technology research challenges for healthcare: from discovery to delivery (2011) (24)
- Using Machine Learning Techniques to Interpret WH-questions (2001) (24)
- The effects of choice in routing relevance judgments (2011) (24)
- Computing Location from Ambient Radio Signals (2004) (24)
- Geospatial Structure of a Planetary-Scale Social Network (2014) (23)
- S-SEER: Selective Perception in a Multimodal Office Activity Recognition System (2004) (23)
- Toward multimodal signal detection of adverse drug reactions (2017) (23)
- ON in Computing and P rinciples to Applications (2003) (23)
- Seeking Insights About Cycling Mood Disorders via Anonymized Search Logs (2014) (23)
- Characterizing patient-friendly "micro-explanations"of medical events (2011) (22)
- Tractable near-optimal policies for crawling (2018) (22)
- Utility-Based Abstraction and Categorization (1993) (21)
- Extracting a Knowledge Base of Mechanisms from COVID-19 Papers (2020) (21)
- Airplanes aloft as a sensor network for wind forecasting (2014) (21)
- Light at the end of the tunnel: a Monte Carlo approach to computing value of information (2013) (21)
- Machine Learning, Reasoning, and Intelligence in Daily Life: Directions and Challenges (2006) (21)
- Planning for Crowdsourcing Hierarchical Tasks (2015) (21)
- Filling the Blanks (hint: plural noun) for Mad Libs Humor (2017) (21)
- Diagnoses, Decisions, and Outcomes: Web Search as Decision Support for Cancer (2015) (20)
- Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution (2019) (20)
- Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (1996) (2013) (20)
- Optimal Freshness Crawl Under Politeness Constraints (2019) (19)
- Search and Breast Cancer (2016) (19)
- Actions, answers, and uncertainty: a decision-making perspective on Web-based question answering (2004) (19)
- On the Challenges and Opportunities of Physically Situated Dialog (2010) (19)
- Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models (2020) (19)
- From devices to people: attribution of search activity in multi-user settings (2014) (19)
- Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources (1995) (18)
- Rational Communication in Multi-Agent Environments (2000) (18)
- Web-Based Question Answering: A Decision-Making Perspective (2002) (18)
- Conversations Amidst Computing: A Study of Interruptions and Recovery of Task Activity (2007) (18)
- From Data to Predictions and Decisions: Enabling Evidence-Based Healthcare (2010) (18)
- AUTOMATED REASONING FOR BIOLOGY AND MEDICINE (1999) (17)
- Analysis of Strategy and Spread of Russia-sponsored Content in the US in 2017 (2018) (17)
- On Discarding, Caching, and Recalling Samples in Active Learning (2007) (17)
- Optimizing AI for Teamwork (2020) (17)
- Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science (2018) (17)
- Peripheral computing during presentations: perspectives on costs and preferences (2011) (17)
- Interim Report from the Panel Chairs: AAAI Presidential Panel on Long-Term AI Futures (2012) (17)
- Detecting Devastating Diseases in Search Logs (2016) (17)
- Information Gathering in Networks via Active Exploration (2015) (16)
- Jogger: models for context-sensitive reminding (2011) (16)
- MULTI-STAKEHOLDER MEDIA PROVENANCE MANAGEMENT TO COUNTER SYNTHETIC MEDIA RISKS IN NEWS PUBLISHING (2020) (16)
- Risk-Aware Planning: Methods and Case Study for Safer Driving Routes (2017) (16)
- Dynamic Construction and Refinement of Utility-Based Categorization Models (1994) (16)
- A Probabilistic Reformulation of the Quick Medical Reference System (1990) (15)
- The Use of a Heuristic Problem-Solving Hierarchy to Facilitate the Explanation of Hypothesis-Directed Reasoning (2016) (15)
- Scalable Semisupervised Functional Neurocartography Reveals Canonical Neurons in Behavioral Networks (2016) (15)
- Physician Attitudes about Patient-Facing Information Displays at an Urban Emergency Department. (2010) (15)
- Predicting escalations of medical queries based on web page structure and content (2010) (15)
- A Normative Examination of Ensemble Learning Algorithms (2000) (15)
- Platform for Situated Intelligence (2021) (14)
- Problem formulation as the reduction of a decision model (1990) (14)
- Identifying Dogmatism in Social Media: Signals and Models (2016) (14)
- Discovering Blind Spots in Reinforcement Learning (2018) (13)
- Complementary computing for visual tasks: Meshing computer vision with human visual processing (2008) (13)
- Stochastic Privacy (2014) (13)
- Learning to Learn: Algorithmic Inspirations from Human Problem Solving (2012) (13)
- Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence (1996) (12)
- Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging (2022) (12)
- Automated Workflow Synthesis (2013) (12)
- What Went Wrong and Why? Diagnosing Situated Interaction Failures in the Wild (2017) (12)
- From the Guest Editor...: Special Issue on Graph-Based Representations (2005) (12)
- Learning to Hire Teams (2015) (12)
- AMP: authentication of media via provenance (2020) (12)
- Advances in Artificial Intelligence Require Progress Across all of Computer Science (2017) (12)
- Patient-clinician communication: the roadmap for HCI (2013) (12)
- Branch and bound algorithm selection by performance prediction (2001) (12)
- Here and there: goals, activities, and predictions about location from geotagged queries (2013) (12)
- Pursuing insights about healthcare utilization via geocoded search queries (2013) (11)
- A study in scene shaping: Adjusting F-formations in the wild (2018) (11)
- Incentives and Truthful Reporting in Consensus-centric Crowdsourcing (2012) (11)
- Discovering Blind Spots of Predictive Models: Representations and Policies for Guided Exploration (2016) (11)
- Natural Communication about Uncertainties in Situated Interaction (2014) (11)
- Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling (2019) (11)
- On the value of spatiotemporal information: principles and scenarios (2018) (11)
- SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions (2020) (11)
- Memory constrained face recognition (2012) (11)
- Patient Controlled Encryption: Patient Privacy in Electronic Medical Records (2009) (10)
- Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications (2019) (10)
- Gauss meets Canadian traveler: shortest-path problems with correlated natural dynamics (2014) (10)
- Toward More General Embeddings for Protein Design: Harnessing Joint Representations of Sequence and Structure (2021) (10)
- Uncertainty, Utility, and Understanding (2000) (9)
- Blind Spot Detection for Safe Sim-to-Real Transfer (2020) (9)
- An Interactive Approach to Solving Correspondence Problems (2014) (9)
- Update on the Pathfinder Project (2016) (9)
- Optimizing the diamond lane: A more tractable carpool problem and algorithms (2016) (9)
- From Data to Knowledge to Action: A Global Enabler for the 21st Century (2020) (9)
- Storable, Shareable Search (2007) (9)
- Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-Based Diagnosis (1995) (8)
- Experiences with the Design, Fielding, and Evaluation of a (2003) (8)
- Nobody likes Mondays: foreground detection and behavioral patterns analysis in complex urban scenes (2013) (8)
- Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery (2021) (8)
- Hardness-Aware Restart Policies (2003) (8)
- Reformulating Inference Problems Through Selective Conditioning (1992) (8)
- Enhancing personalization via search activity attribution (2014) (8)
- Wi-Fly: Widespread Opportunistic Connectivity via Commercial Air Transport (2017) (8)
- Handsfree Decision Support: Toward a Non-invasive Human-Computer Interface*. (1995) (7)
- Now, Over Here: Leveraging Extended Attentional Capabilities in Human-Robot Interaction (2020) (7)
- Clustering for set partitioning with a case study in ridesharing (2016) (7)
- Look versus Leap: Computing Value of Information with High-Dimensional Streaming Evidence (2013) (7)
- To Buy or Not to Buy (2019) (7)
- Population-scale hand tremor analysis via anonymized mouse cursor signals (2019) (7)
- Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature (2021) (7)
- On the Horizon: Interactive and Compositional Deepfakes (2022) (6)
- Towards mixed-initiative access control (2007) (6)
- Predicting severe clinical events by learning about life-saving actions and outcomes using distant supervision (2020) (6)
- Are you messing with me? Querying about the sincerity of interactions in the open world (2016) (6)
- Hierarchical Representations for Learning and Inferring Office Activity from Multiple Sensory Channels (2002) (6)
- Psychomotor function measured via online activity predicts motor vehicle fatality risk (2018) (6)
- Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming (2022) (6)
- Uncertainty in artificial intelligence : proceedings of the Thirteenth Conference (1997) : August 1-3, 1997, Brown University, Providence, Rhode Island, USA (1997) (6)
- Forecasting presence and availability (2004) (5)
- Introduction to the Special Issue on Dialog with Robots (2011) (5)
- Investigation of Principles of Context-Sensitive Reminding (2010) (5)
- Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study (2021) (5)
- Predicting Mortality of Intensive Care Patients via Learning about Hazard (2017) (5)
- Transmission and Display of Information for Time-Critical Decisions (1995) (5)
- Rational Metareasoning and Compilation for Optimizing Decisions Under Bounded Resources (2016) (5)
- On Biases of Attention in Scientific Discovery (2020) (5)
- From the Guest Editor...: New Contributions and Reflections on Graph-Based Representations for Decision Analysis (2005) (5)
- A Case for Backward Compatibility for Human-AI Teams (2019) (5)
- Considerate Computing (2005) (5)
- Generating Shared Transportation Plans Under Varying Preferences: Ridesharing Models and Mechanisms (2009) (4)
- Continual Computation Policies for Allocating Offline and Real-Time Resources (1999) (4)
- A Computational Inflection for Scientific Discovery (2022) (4)
- Report on the SIGIR 2013 workshop on health search and discovery (2013) (4)
- Towards Situated Collaboration (2012) (4)
- Investigations of Continual Computation (2009) (4)
- Learning Predictive Models of Human Memory Landmarks (2004) (4)
- Traffic Updates: Saying a Lot While Revealing a Little (2019) (4)
- Discovering Unknown Unknowns of Predictive Models (2016) (4)
- A Search Engine for Discovery of Scientific Challenges and Directions (2021) (3)
- A Metro Map Can Tell A Story, As Well As Provide Good Directions (2016) (3)
- Inferring and Learning from Neuronal Correspondences (2015) (3)
- Active Learning amidst Logical Knowledge (2017) (3)
- Execution memory for grounding and coordination (2013) (3)
- Towards Situated Activity Management: Representation, Inference and Decision Making (2015) (3)
- Ideal Partition of Resources for Metareasoning (2021) (3)
- "Metro maps of information" by Dafna Shahaf, Carlos Guestrin and Eric Horvitz, with Ching-man Au Yeung as coordinator (2013) (3)
- Challenge Problems for Artificial Intelligence (Panel Statements) (1996) (3)
- Disparate impacts on online information access during the Covid-19 pandemic (2022) (3)
- Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition (2009) (3)
- Computers Learn to Listen, and Some Talk Back (2016) (3)
- Flexible Rendering of 3D Graphics Under Varying Resources: Issues and Directions (2022) (3)
- The Pathfinder System (1989) (3)
- Gender-sensitive word embeddings for healthcare (2021) (3)
- Key Considerations for the Responsible Development and Fielding of Artificial Intelligence (2021) (2)
- Special issue on computational tradeoffs under bounded resources (1998) (2)
- Utility-Directed Policies for Continual Caching and Crawling (2009) (2)
- Privacy, Personalization, and the Web: A Utility-Theoretic Approach (2007) (2)
- Uncertainty, intelligence, and interaction (2002) (2)
- Benchmarking Spatial Relationships in Text-to-Image Generation (2022) (2)
- Workshop on health search and discovery: helping users and advancing medicine (2013) (2)
- A Method for Temporal Probabilistic Reasoning (2016) (2)
- Models of Memorability: Learning, Experiments, and Applications (2016) (2)
- Formation of Social Ties Influences Food Choice (2021) (2)
- Data from "A Time-indexed Reference Standard of Adverse Drug Reactions" (2014) (2)
- Bridger: Toward Bursting Scientific Filter Bubbles and Boosting Innovation via Novel Author Discovery (2021) (2)
- On the Utility of Decision-Theoretic Hidden Subdialog (2016) (2)
- Diagnostic Strategies in the Hypothesis-Directed PATHFINDER System (2016) (2)
- In Pursuit of Effective Handsfree Decision Support : Coupling Bayesian Inference , Speech Understanding , and User Models (1998) (2)
- Instant-Messagers Really Are About Six Degrees from Kevin Bacon; Big Microsoft Study Supports Small World Theory (2016) (2)
- Computational Lens on Cognition: Study Of Autobiographical Versus Imagined Stories With Large-Scale Language Models (2022) (2)
- Imagined versus Remembered Stories: Quantifying Differences in Narrative Flow (2022) (2)
- Problem-Solving Design: Reasoning about Computational Value, Tradeoffs, and Resources (2016) (2)
- Reports of the AAAI 2010 Fall Symposia (2011) (2)
- Graphical Analysis of Value of Information in Decision Models (2001) (2)
- Reflections on Safety and Artificial Intelligence (2016) (2)
- Remarks by Bill Gates (2016) (2)
- Artificial Intelligence in the Open World (2016) (2)
- AAAI Presidential Panel on Long-Term AI Futures: Interim Report from the Panel Chairs (2016) (2)
- Uncertainty in artificial intelligence : proceedings of the Twelfth Conference (1996) : August 1-4, 1996, Reed College, Portland, Oregon, USA (1996) (2)
- Toward a computational microscope for neurobiology (2009) (2)
- Community Sensing: Foundations and Applications (2007) (2)
- Asilomar Study on Long-Term AI Features (2016) (2)
- Principles of Lifelong Learning (2006) (1)
- Through the Lens of a Large Instant-Messaging Network: Planetary-Scale Views on Behavior (2016) (1)
- Clustering for Set Partitioning: A Case Study in Carpooling (2016) (1)
- A new Workflow for Human-AI Collaboration in Citizen Science (2022) (1)
- Situated interaction (2019) (1)
- Influences of a Shocking News Event on Web Browsing (2014) (1)
- Scalable Fabric: A Flexible Representation for Task Management (2016) (1)
- How Social Information Networks Reflect Major Life Events: Case of Childbirth (2016) (1)
- Layered Representations for Recognizing Office Activity (2016) (1)
- Building Collaborative Teams: A Local Navigation-based Approach (2014) (1)
- Inductive Transfer for Text Classification using Generalized Reliability Indicators (2016) (1)
- Stochastic Privacy Extended Version (2014) (1)
- AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead (2010) (1)
- AI in Support of People and Society (2016) (1)
- Jogger: Models for Context-Sensitive Reminding (Extended Abstract) (2011) (1)
- Investigation of Human-Computer Task Markets: Methods and Prototype (2009) (1)
- Principles of Bounded Deferral for Balancing Information Awareness with Interruption (2005) (1)
- Driver Destination Models (2007) (1)
- Expert systems and videodisc in surgical pathology (1990) (1)
- Dialog with robots : papers from the AAAI Fall Symposium (2010) (1)
- Investigations of Topic Dynamics in Web Search (2005) (1)
- Continual Learning about Objects in the Wild: An Interactive Approach (2022) (1)
- Time-Critical Reasoning: Representations and Application (2013) (1)
- Innovations at the Human—Computer Interface: A Medical-Informatics Perspective* (2016) (1)
- Report to the Chairman, Subcommittee on Human Resources and Intergovernmental Relations, House Committee on Government Reform and Oversight (2016) (1)
- Augmenting Human Cognition via Computational Intelligence: Directions and Promise (2018) (1)
- Quantifying the narrative flow of imagined versus autobiographical stories (2022) (1)
- Vista goes online: Decision-analytic systems for real-time decision-making in mission control (1994) (1)
- Market User Interface Design - (Extended Abstract) (2011) (1)
- Thinking ahead: continual computation policies for allocating idle and real-time resources to solve future challenges (1999) (1)
- Screening for Lung Carcinoma with Web Search Data (2019) (1)
- Computing value of spatiotemporal information (2020) (1)
- Characterizing Search-Engine Traffic to Internet Research Agency Web Properties (2020) (1)
- On Biases Of Attention In Scientific Discovery. (2020) (1)
- Review of Heuristics: Intelligent Search Strategies for Computer Problem Solving (1987) (1)
- Human Computation Tasks with Global Constraints: A Case Study (2011) (1)
- Incentives for Truthful Reporting in Crowdsourcing (Extended Abstract) (2012) (1)
- Bricks, arches, and cathedrals: reflections on paths to deeper human-computer symbioses (2011) (1)
- The 1996 Fall Symposium Series (1997) (0)
- An Interactive Approach to Solving Correspondence Problems (2013) (0)
- Learning about Life-Saving Interventions to Predict the Risk of Acute Organ Failures (2018) (0)
- Computation and Crowds: Models for Dynamic Ridesharing (2016) (0)
- Representations and conclusions for goal-oriented discussions (2000) (0)
- Toward Understanding WH-Questions: A Statistical Analysis (2016) (0)
- Directions in Pervasive and Social Computing: On Activities, Privacy, and the Crowd (2016) (0)
- PACT : P rivacy-Sensitive Protocols A nd Mechanisms for Mobile C ontact T racing (2020) (0)
- Data, predictions, and decisions in support of people and society (2014) (0)
- FUTURE CHEST PAIN TEST RESULT VALUE LIFE YEARS LIFE QUALITY HEART ATTACK COST HEART SURGERY ANGIOGRAM TEST CHEST PAIN CORONARY ARTERY (2003) (0)
- Adaptive Machinery to Support Natural Conversations (2000) (0)
- Jv J Jej A2 Ga' Eq. Ga' Mga Eq (1997) (0)
- Privacy Preferences, Trade-Offs, and Risk: New Methods and Directions (2015) (0)
- Models of Continual Co (1999) (0)
- Toward a Science of Autonomy for Physical Science: Healthcare (2016) (0)
- Computational Models for Multiparty Turn-Taking Dan Bohus (2010) (0)
- Toward a Science of Expert Systems (2016) (0)
- Exploiting structured data for learning contagious diseases under incomplete testing (2021) (0)
- Decision-Theoretic Reasoning and the Human-Computer Interface: Advances in Embedded Intelligent Agents (abstract) (1996) (0)
- Making Connections: Advancing Healthcare Research Via Consumer Mobile Devices. (2017) (0)
- Neural Cognitive Architectures for Never-Ending Learning (2019) (0)
- Eric Horvitz Forecasts the Future (2016) (0)
- Intelligent user support function (1997) (0)
- Harnessing Human Intellect for Computing (2016) (0)
- Reflections about Judea Pearl and his Contributions (2016) (0)
- Advances in Computing and ALS: Reflections on Directions for Enhancing the Quality of Life (2016) (0)
- Visualizing Lake and Central… in Support of Insightful Decisions about Terms and Designs (2016) (0)
- Considering Costs of Interruption and Deferral in Routing Interpersonal Communications (2016) (0)
- Vefahren and device for prioritized messages (2000) (0)
- Symposium on Artificial Intelligence for Development (AI-D) (2016) (0)
- Human computation tasks with global constraints Citation (2012) (0)
- The Safety Illusion (2014) (0)
- Preface (2013) (0)
- Sensing, Inference, and Intervention in Support of Mental Health (2016) (0)
- Ideal assignment of call control of automated systems for human operators (2004) (0)
- Reports of the AAAI 2010 Spring Symposia (2010) (0)
- On the Horizon: Interactive and Compositional Deepfakes horvitz@microsoft.comMicrosoftRedmond,WA,USA (2022) (0)
- Believe It or Not : Modeling Adversary Belief Formation in Stackelberg Security Games with Varying Information (2017) (0)
- Privacy, AI, and the AI Enterprise (2016) (0)
- Crowdsourcing of General Computational Problem Solving: Studies and Directions (2011) (0)
- Research on Principles of Bounded Rationality (2016) (0)
- Models of Attention in Human-Computer Interaction : From Principles to Applications (2002) (0)
- Asia Faculty Summit 2012 Highlights (2012) (0)
- Learning Predictive Models of Memory Landmarks - eScholarship (2004) (0)
- A Bayesian Approach to Solving Hard Computational Problems (2016) (0)
- Number 2007-01-1102 Map Matching with Travel Time Constraints (2007) (0)
- Artificial intelligence for development : papers from the AAAI Spring Symposium (2010) (0)
- Book Review: Heuristics - Intelligent Search Strategies for Computer Problem Solving (1987) (0)
- Panel Discussion on Artificial Intelligence Theory and Practice: Hard Challenges and Opportunities Ahead (2016) (0)
- Artificial Intelligence, People, and Society (2019) (0)
- Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery (2023) (0)
- AAAI 2002 Workshops (2002) (0)
- A Curse of Riches or a Blessing? Information Access and Awareness Under Scarce Cognitive Resources (2004) (0)
- Some Fundamental Problems and Opportunities From the Standpoint of Rational Agency (2016) (0)
- Modular Belief Updates and Confusion about Measures of Certainty in Artificial Intelligence Research (1985) (0)
- Abstract 19266: Identifying Patients at High Risk for Readmission following Treatment for Acute Myocardial Infarction: a Data-Centric Approach (2014) (0)
- Microsoft Sees Software 'Agent' as Way to Avoid Distractions (2016) (0)
- Behavioral Factors in Market User Interface Design (2013) (0)
- easoning Under Varying and U esource Constraints * (1999) (0)
- Forms for a communication platform and related information services (2002) (0)
- HCOMP-13 Organization (2013) (0)
- Bridging science and applications (panel 1) (1998) (0)
- Using a bulk mail filter in a system for classifying messages regarding the importance and urgency (2004) (0)
- Preface: Dialog with Robots (2010) (0)
- Report to the President Transforming Health Care Through Information Technology (2016) (0)
- Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations (2019) (0)
- TCMP AWDYAWHR AQRY ACLK ACRY TREG TWLD TART TREF ACTY TBUS THEA TREC AZIP TNWS TSPT TSHP TSOC AFRQ TSCI ATLV TKID DREG TADT THOM (2007) (0)
- Introducing Worldwide AI (2012) (0)
- Decision Analysis andExpert Systems (1996) (0)
- Leaning (1991). Cytotoxic chemotherapy monitoring using stochastic simulation (1998) (0)
- Assessing the Foundations of Conscious Computing: A Bayesian Exercise (2016) (0)
- Connections: 2015 ICMI Sustained Accomplishment Award Lecture (2015) (0)
- Inductive Transfer Using Layered Abstraction-Based Ensemble Learning: Modeling Text Classifier Reliability (2016) (0)
- Connections – Sustained Accomplishment Award Lecture (2016) (0)
- RROR TERRAIN ANALYSIS FOR MACHINE LEARNING : T OOL AND VISUALIZATIONS (2019) (0)
- 1199: TOWARD AN EARLY WARNING SYSTEM ON NEED FOR LIFESAVING INTERVENTIONS IN INTENSIVE CARE PATIENTS (2018) (0)
- Eric Horvitz: AI Advances and Aspirations (2020) (0)
- Utility-Theoretic Considerations in Classification: Extensions for Efficient Computation of ROC Curves (2006) (0)
- Panel: Alternative Careers for Biomedical Informatics PhDs (2013) (0)
- Widening Disparities in Online Information Access during the COVID-19 Pandemic (2021) (0)
- Panel topic: Pervasive and social computing: Where are we heading? (2011) (0)
- Market User Interface Design The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters (2012) (0)
- Market User Interface Design The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters (2012) (0)
- Ideal Abstractions for Decision-Focused Learning (2023) (0)
- AMP (2021) (0)
- Crowd Physics: Studies of Collaborative Opportunities in Spatiotemporal Networks of People (2016) (0)
- A Search Engine for Discovery of Biomedical Challenges and Directions (2021) (0)
- Divided Attention=Diminished Uptake?Multitasking with Computing Devices at Presentations (2009) (0)
- Awareness Of Multitasking Consequences During Presentations And What People Think About It (2011) (0)
- Predictive Approaches for Acute Adverse Events in Electronic Health Records (2019) (0)
- Production and management of priorities (2001) (0)
- 2 Short-term Research Priorities 2 . 1 Optimizing AI ’ s Economic Impact (0)
- The AI Bookie The Future of Voice Interfaces to Intelligent Assistants (2018) (0)
- CONTEXT SENSTIVE REMINDERS AND SERVICE FACILITATION (2017) (0)
- Flexible computation: Results, issues, and opportunities (1997) (0)
- 35 innovators under 35 2013 (2013) (0)
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