Teaching a hierarchical model of computation with animation software in the first course. - Alan W. Biermann; Amr F. Fahmy; Curry I. Guinn; David M. Pennock; Dietolf Ramm; Peter Wu (SIGCSE, 1994)

MarketBayes: A Distributed, Market-Based Bayesian Network. - David M. Pennock (AAAI/IAAI, Vol. 2, 1996)

Exploiting a Theory of Phase Transitions in Three-Satisfiability Problems. - David M. Pennock; Quentin F. Stout (AAAI/IAAI, Vol. 1, 1996)

Home-study software: flexible, interactive, and distributed software for independent study. - Christopher Connelly; Alan W. Biermann; David M. Pennock; Peter Wu (SIGCSE, 1996)

Toward a Market Model for Bayesian Inference. - David M. Pennock; Michael P. Wellman (UAI, 1996)

Home Study Software: Complementary Systems for Computer Science Courses. - Christopher Connelly; Alan W. Biermann; David M. Pennock; Peter Wu (Comput. Sci. Educ., 1996)

Representing Aggregate Belief through the Competitive Equilibrium of a Securities Market. - David M. Pennock; Michael P. Wellman (UAI, 1997)

Logarithmic Time Parallel Bayesian Inference. - David M. Pennock (UAI, 1998)

Graphical Representations of Consensus Belief. - David M. Pennock; Michael P. Wellman (UAI, 1999)

Aggregating probabilistic beliefs: Market mechanisms and graphical representations. - David M. Pennock (1999)

Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. - David M. Pennock; Eric Horvitz; C. Lee Giles (AAAI/IAAI, 2000)

Persistence of information on the web: Analyzing citations contained in research articles. - Steve Lawrence; Frans Coetzee; Gary William Flake; David M. Pennock; Robert Krovetz; Finn Årup Nielsen; Andries Kruger; C. Lee Giles (CIKM, 2000)

A Normative Examination of Ensemble Learning Algorithms. - David M. Pennock; Pedrito Maynard-Reid II; C. Lee Giles; Eric Horvitz (ICML, 2000)

Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. - David M. Pennock; Eric Horvitz; Steve Lawrence; C. Lee Giles (UAI, 2000)

Compact Securities Markets for Pareto Optimal Reallocation of Risk. - David M. Pennock; Michael P. Wellman (UAI, 2000)

Extracting collective probabilistic forecasts from web games. - David M. Pennock; Steve Lawrence; Finn Årup Nielsen; C. Lee Giles (KDD, 2001)

Improving Category Specific Web Search by Learning Query Modifications. - Eric J. Glover; Gary William Flake; Steve Lawrence; William P. Birmingham; Andries Kruger; C. Lee Giles; David M. Pennock (SAINT, 2001)

Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments. - Alexandrin Popescul; Lyle H. Ungar; David M. Pennock; Steve Lawrence (UAI, 2001)

Persistence of Web References in Scientific Research. - Steve Lawrence; David M. Pennock; Gary William Flake; Robert Krovetz; Frans Coetzee; Eric J. Glover; Finn Årup Nielsen; Andries Kruger; C. Lee Giles (Computer, 2001)

Conference report: the second ACM conference on electronic commerce. - David M. Pennock (SIGecom Exch., 2001)

Inferring hierarchical descriptions. - Eric J. Glover; David M. Pennock; Steve Lawrence; Robert Krovetz (CIKM, 2002)

A Maximum Entropy Approach to Collaborative Filtering in Dynamic, Sparse, High-Dimensional Domains. - Dmitry Pavlov; David M. Pennock (NIPS, 2002)

Analysis of lexical signatures for finding lost or related documents. - Seung-Taek Park; David M. Pennock; C. Lee Giles; Robert Krovetz (SIGIR, 2002)

Methods and metrics for cold-start recommendations. - Andrew I. Schein; Alexandrin Popescul; Lyle H. Ungar; David M. Pennock (SIGIR, 2002)

Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. - David M. Pennock; Sandip Debnath; Eric J. Glover; C. Lee Giles (UAI, 2002)

REFEREE: An Open Framework for Practical Testing of Recommender Systems using ResearchIndex. - Dan Cosley; Steve Lawrence; David M. Pennock (VLDB, 2002)

The structure of broad topics on the web. - Soumen Chakrabarti; Mukul Joshi; Kunal Punera; David M. Pennock (WWW, 2002)

Using web structure for classifying and describing web pages. - Eric J. Glover; Kostas Tsioutsiouliklis; Steve Lawrence; David M. Pennock; Gary William Flake (WWW, 2002)

Winners don't take all: Characterizing the competition for links on the web - David M. Pennock; Gary William Flake; Steve Lawrence; Eric J. Glover; C. Lee Giles (Proc. Natl. Acad. Sci. USA, 2002)

Comparison of allocation rules for paid placement advertising in search engines. - Juan Feng 001; Hemant K. Bhargava; David M. Pennock (ICEC, 2003)

Statistical Relational Learning for Document Mining. - Alexandrin Popescul; Lyle H. Ungar; Steve Lawrence; David M. Pennock (ICDM, 2003)

Mixtures of Conditional Maximum Entropy Models. - Dmitry Pavlov; Alexandrin Popescul; David M. Pennock; Lyle H. Ungar (ICML, 2003)

Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. - Seung-Taek Park; Alexy Khrabrov; David M. Pennock; Steve Lawrence; C. Lee Giles; Lyle H. Ungar (INFOCOM, 2003)

Information incorporation in online in-Game sports betting markets. - Sandip Debnath; David M. Pennock; C. Lee Giles; Steve Lawrence (EC, 2003)

1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?". - Shyong K. Lam; David M. Pennock; Dan Cosley; Steve Lawrence (UAI, 2003)

Mining the peanut gallery: opinion extraction and semantic classification of product reviews. - Kushal Dave; Steve Lawrence; David M. Pennock (WWW, 2003)

Neurons, Viscose Fluids, Freshwater Polyp Hydra-and Self-Organizing Information Systems. - Steffen Staab; Francis Heylighen; Carlos Gershenson; Gary William Flake; David M. Pennock; Daniel C. Fain; David De Roure; Karl Aberer; Wei-Min Shen; Olivier Dousse; Patrick Thiran (IEEE Intell. Syst., 2003)

Offering Collaborative-Like Recommendations When Data Is Sparse: The Case of Attraction-Weighted Information Filtering.. - Arnaud De Bruyn; C. Lee Giles; David M. Pennock (AH, 2004)

Comparing static and dynamic measurements and models of the Internet's AS topology. - Seung-Taek Park; David M. Pennock; C. Lee Giles (INFOCOM, 2004)

Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms. - Omid Madani; David M. Pennock; Gary William Flake (NIPS, 2004)

Computational Evaluation of Alternative Paid Placement Mechanisms in Search Engines. - Juan Feng 001; Hemant K. Bhargava; David M. Pennock (PACIS, 2004)

A dynamic pari-mutuel market for hedging, wagering, and information aggregation. - David M. Pennock (EC, 2004)

The Eudaemonic Pie: A Review. - David M. Pennock (AI Mag., 2004)

Prediction Markets: Does Money Matter? - Emile Servan-Schreiber; Justin Wolfers; David M. Pennock; Brian Galebach (Electron. Mark., 2004)

Collaborative Filtering with Maximum Entropy. - Dmitry Pavlov; Eren Manavoglu; David M. Pennock; C. Lee Giles (IEEE Intell. Syst., 2004)

Conference report: the fifth ACM conference on electronic commerce. - David M. Pennock (SIGecom Exch., 2004)

Analysis of lexical signatures for improving information persistence on the World Wide Web. - Seung-Taek Park; David M. Pennock; C. Lee Giles; Robert Krovetz (ACM Trans. Inf. Syst., 2004)

Information markets vs. opinion pools: an empirical comparison. - Yiling Chen 001; Chao-Hsien Chu; Tracy Mullen; David M. Pennock (EC, 2005)

The Tech Buzz Game. - Bernard Mangold; Mike Dooley; Gary William Flake; Havi Hoffman; Tejaswi Kasturi; David M. Pennock; Rael Dornfest (Computer, 2005)

Graphical Models for Groups: Belief Aggregation and Risk Sharing. - David M. Pennock; Michael P. Wellman (Decis. Anal., 2005)

Betting Boolean-style: a framework for trading in securities based on logical formulas. - Lance Fortnow; Joe Kilian; David M. Pennock; Michael P. Wellman (Decis. Support Syst., 2005)

CROC: A New Evaluation Criterion for Recommender Systems. - Andrew I. Schein; Alexandrin Popescul; Lyle H. Ungar; David M. Pennock (Electron. Commer. Res., 2005)

Computation in a distributed information market. - Joan Feigenbaum; Lance Fortnow; David M. Pennock; Rahul Sami (Theor. Comput. Sci., 2005)

Naïve filterbots for robust cold-start recommendations. - Seung-Taek Park; David M. Pennock; Omid Madani; Nathan Good; Dennis DeCoste (KDD, 2006)

An Empirical Comparison of Algorithms for Aggregating Expert Predictions. - Varsha Dani; Omid Madani; David M. Pennock; Sumit K. Sanghai; Brian Galebach (UAI, 2006)

Applying collaborative filtering techniques to movie search for better ranking and browsing. - Seung-Taek Park; David M. Pennock (KDD, 2007)

Betting on permutations. - Yiling Chen 001; Lance Fortnow; Evdokia Nikolova; David M. Pennock (EC, 2007)

Second workshop on prediction markets. - Yiling Chen 001; John O. Ledyard; David M. Pennock; Eric Zitzewitz (EC, 2007)

Revenue analysis of a family of ranking rules for keyword auctions. - Sébastien Lahaie; David M. Pennock (EC, 2007)

A Utility Framework for Bounded-Loss Market Makers. - Yiling Chen 001; David M. Pennock (UAI, 2007)

Bluffing and Strategic Reticence in Prediction Markets. - Yiling Chen 001; Daniel M. Reeves; David M. Pennock; Robin D. Hanson; Lance Fortnow; Rica Gonen (WINE, 2007)

Mechanism Design on Trust Networks. - Arpita Ghosh; Mohammad Mahdian; Daniel M. Reeves; David M. Pennock; Ryan Fugger (WINE, 2007)

Implementing Sponsored Search in Web Search Engines: Computational Evaluation of Alternative Mechanisms. - Juan Feng 001; Hemant K. Bhargava; David M. Pennock (INFORMS J. Comput., 2007)

Combinatorial betting. - Yiling Chen 001; Lance Fortnow; Evdokia Nikolova; David M. Pennock (SIGecom Exch., 2007)

Yoopick: A Combinatorial Sports Prediction Market. - Sharad Goel; David M. Pennock; Daniel M. Reeves; Cong Yu 001 (AAAI, 2008)

An Expressive Auction Design for Online Display Advertising. - Sébastien Lahaie; David C. Parkes; David M. Pennock (AAAI, 2008)

Complexity of combinatorial market makers. - Yiling Chen 001; Lance Fortnow; Nicolas S. Lambert; David M. Pennock; Jennifer Wortman (EC, 2008)

Self-financed wagering mechanisms for forecasting. - Nicolas S. Lambert; John Langford 001; Jennifer Wortman; Yiling Chen 001; Daniel M. Reeves; Yoav Shoham; David M. Pennock (EC, 2008)

Eliciting properties of probability distributions. - Nicolas S. Lambert; David M. Pennock; Yoav Shoham (EC, 2008)

Pricing combinatorial markets for tournaments. - Yiling Chen 001; Sharad Goel; David M. Pennock (STOC, 2008)

Sharing Online Advertising Revenue with Consumers. - Yiling Chen 001; Arpita Ghosh; Randolph Preston McAfee; David M. Pennock (WINE, 2008)

The Secretary Problem with a Hazard Rate Condition. - Mohammad Mahdian; Randolph Preston McAfee; David M. Pennock (WINE, 2008)

Eliciting properties of probability distributions: the highlights. - Nicolas S. Lambert; David M. Pennock; Yoav Shoham (SIGecom Exch., 2008)

Combinatorial prediction markets for event hierarchies. - Mingyu Guo; David M. Pennock (AAMAS (1), 2009)

Collective revelation: a mechanism for self-verified, weighted, and truthful predictions. - Sharad Goel; Daniel M. Reeves; David M. Pennock (EC, 2009)

Betting on the Real Line. - Xi Alice Gao; Yiling Chen 001; David M. Pennock (WINE, 2009)

Computational challenges in e-commerce. - Joan Feigenbaum; David C. Parkes; David M. Pennock (Commun. ACM, 2009)

Prediction without markets. - Sharad Goel; Daniel M. Reeves; Duncan J. Watts; David M. Pennock (EC, 2010)

Designing Markets for Prediction. - Yiling Chen 001; David M. Pennock (AI Mag., 2010)

Gaming Prediction Markets: Equilibrium Strategies with a Market Maker. - Yiling Chen 001; Stanko Dimitrov; Rahul Sami; Daniel M. Reeves; David M. Pennock; Robin D. Hanson; Lance Fortnow; Rica Gonen (Algorithmica, 2010)

Predicting consumer behavior with Web search. - Sharad Goel; Jake M. Hofman; Sébastien Lahaie; David M. Pennock; Duncan J. Watts (Proc. Natl. Acad. Sci. USA, 2010)

An Efficient Monte-Carlo Algorithm for Pricing Combinatorial Prediction Markets for Tournaments. - Lirong Xia; David M. Pennock (IJCAI, 2011)

Price Updating in Combinatorial Prediction Markets with Bayesian Networks. - David M. Pennock; Lirong Xia (UAI, 2011)

Learning performance of prediction markets with Kelly bettors. - Alina Beygelzimer; John Langford 001; David M. Pennock (AAMAS, 2012)

TrustBets: betting over an IOU network. - Sharad Goel; David M. Pennock; Mohammad Mahdian; Daniel M. Reeves (AAMAS, 2012)

A tractable combinatorial market maker using constraint generation. - Miroslav Dudík; Sébastien Lahaie; David M. Pennock (EC, 2012)

A combinatorial prediction market for the U.S. elections. - Miroslav Dudík; Sébastien Lahaie; David M. Pennock; David M. Rothschild (EC, 2013)

A Practical Liquidity-Sensitive Automated Market Maker. - Abraham Othman; David M. Pennock; Daniel M. Reeves; Tuomas Sandholm (ACM Trans. Economics and Comput., 2013)

Betting Strategies, Market Selection, and the Wisdom of Crowds. - Willemien Kets; David M. Pennock; Rajiv Sethi; Nisarg Shah 001 (AAAI, 2014)

Removing arbitrage from wagering mechanisms. - Yiling Chen 001; Nikhil R. Devanur; David M. Pennock; Jennifer Wortman Vaughan (EC, 2014)

The extent of price misalignment in prediction markets. - David M. Rothschild; David M. Pennock (Algorithmic Finance, 2014)

Budget Constraints in Prediction Markets. - Nikhil R. Devanur; Miroslav Dudík; Zhiyi Huang 002; David M. Pennock (UAI, 2015)

An axiomatic characterization of wagering mechanisms. - Nicolas S. Lambert; John Langford 001; Jennifer Wortman Vaughan; Yiling Chen 001; Daniel M. Reeves; Yoav Shoham; David M. Pennock (J. Econ. Theory, 2015)

An Empirical Game-Theoretic Analysis of Price Discovery in Prediction Markets. - Elaine Wah; Sébastien Lahaie; David M. Pennock (IJCAI, 2016)

Bounded Rationality in Wagering Mechanisms. - David M. Pennock; Vasilis Syrgkanis; Jennifer Wortman Vaughan (UAI, 2016)

Crowdsourced Outcome Determination in Prediction Markets. - Rupert Freeman; Sébastien Lahaie; David M. Pennock (AAAI, 2017)

The Double Clinching Auction for Wagering. - Rupert Freeman; David M. Pennock; Jennifer Wortman Vaughan (EC, 2017)

Editorial from the New TEAC Co-Editors-in-Chief. - David M. Pennock; Ilya Segal (ACM Trans. Economics and Comput., 2017)

An Axiomatic View of the Parimutuel Consensus Wagering Mechanism. - Rupert Freeman; David M. Pennock (AAMAS, 2018)

An Axiomatic View of the Parimutuel Consensus Mechanism. - Rupert Freeman; David M. Pennock (IJCAI, 2018)

Integrating Market Makers, Limit Orders, and Continuous Trade in Prediction Markets. - Hoda Heidari; Sébastien Lahaie; David M. Pennock; Jennifer Wortman Vaughan (ACM Trans. Economics and Comput., 2018)

An Equivalence between Wagering and Fair-Division Mechanisms. - Rupert Freeman; David M. Pennock; Jennifer Wortman Vaughan (AAAI, 2019)

Smarter Markets: Bringing Intelligence into the Exchange. - David M. Pennock (WWW (Companion Volume), 2019)

Fair Allocation of Indivisible Goods to Asymmetric Agents. - Alireza Farhadi 001; Mohammad Ghodsi; Mohammad Taghi Hajiaghayi; Sébastien Lahaie; David M. Pennock; Masoud Seddighin; Saeed Seddighin; Hadi Yami (J. Artif. Intell. Res., 2019)

Preventing Arbitrage from Collusion When Eliciting Probabilities. - Rupert Freeman; David M. Pennock; Dominik Peters; Bo Waggoner (AAAI, 2020)

No-Regret and Incentive-Compatible Online Learning. - Rupert Freeman; David M. Pennock; Chara Podimata; Jennifer Wortman Vaughan (ICML, 2020)

Proportionality in Approval-Based Elections With a Variable Number of Winners. - Rupert Freeman; Anson Kahng; David M. Pennock (IJCAI, 2020)

Channel Auctions. - Eduardo M. Azevedo; David M. Pennock; Bo Waggoner; E. Glen Weyl (Manag. Sci., 2020)

The Possibilities and Limitations of Private Prediction Markets. - Rachel Cummings; David M. Pennock; Jennifer Wortman Vaughan (ACM Trans. Economics and Comput., 2020)

Log-time Prediction Markets for Interval Securities. - Miroslav Dudík; Xintong Wang 002; David M. Pennock; David M. Rothschild (AAMAS, 2021)

Towards a Theory of Confidence in Market-Based Predictions. - Rupert Freeman; David M. Pennock; Daniel M. Reeves; David M. Rothschild; Bo Waggoner (ISIPTA, 2021)

Designing a Combinatorial Financial Options Market. - Xintong Wang 002; David M. Pennock; Nikhil R. Devanur; David M. Rothschild; Biaoshuai Tao; Michael P. Wellman (EC, 2021)

Beating Greedy For Approximating Reserve Prices in Multi-Unit VCG Auctions. - Mahsa Derakhshan; David M. Pennock; Aleksandrs Slivkins (SODA, 2021)

Truthful aggregation of budget proposals. - Rupert Freeman; David M. Pennock; Dominik Peters; Jennifer Wortman Vaughan (J. Econ. Theory, 2021)

A Synthetic Prediction Market for Estimating Confidence in Published Work. - Sarah Michele Rajtmajer; Christopher Griffin 001; Jian Wu 006; Robert Fraleigh; Laxmaan Balaji; Anna Cinzia Squicciarini; Anthony Kwasnica; David M. Pennock; Michael McLaughlin; Timothy Fritton; Nishanth Nakshatri; Arjun Manoj Menon; et al. (AAAI, 2022)

ABCinML: Anticipatory Bias Correction in Machine Learning Applications. - Abdulaziz A. Almuzaini; Chidansh A. Bhatt; David M. Pennock; Vivek K. Singh 001 (FAccT, 2022)

Artificial prediction markets present a novel opportunity for human-AI collaboration. - Tatiana Chakravorti; Vaibhav Singh; Sarah Rajmajer; Michael McLaughlin; Robert Fraleigh; Christopher Griffin 001; Anthony Kwasnica; David M. Pennock; C. Lee Giles (CoRR, 2022)

Algorithms for Participatory Democracy (Dagstuhl Seminar 22271). - Markus Brill; Jiehua Chen 001; Andreas Darmann; David M. Pennock; Matthias Greger (Dagstuhl Reports, 2022)

Artificial Prediction Markets Present a Novel Opportunity for Human-AI Collaboration. - Tatiana Chakravorti; Vaibhav Singh; Sarah Rajtmajer; Michael McLaughlin; Robert Fraleigh; Christopher Griffin 001; Anthony Kwasnica; David M. Pennock; C. Lee Giles (AAMAS, 2023)

A Prototype Hybrid Prediction Market for Estimating Replicability of Published Work. - Tatiana Chakravorti; Robert Fraleigh; Timothy Fritton; Michael McLaughlin; Vaibhav Singh; Christopher Griffin 001; Anthony Kwasnica; David M. Pennock; C. Lee Giles; Sarah Rajtmajer (HHAI, 2023)

Incentive-Compatible Forecasting Competitions. - Jens Witkowski; Rupert Freeman; Jennifer Wortman Vaughan; David M. Pennock; Andreas Krause 001 (Manag. Sci., 2023)

Toward Fair and Strategyproof Tournament Rules for Tournaments with Partially Transferable Utilities. - David M. Pennock; Ariel Schvartzman; Eric Xue 001 (ADT, 2024)

Designing Expressive and Liquid Financial Options Markets via Linear Programming and Automated Market Making. - Xintong Wang 002; David M. Pennock; David M. Rothschild; Nikhil R. Devanur (ICAIF, 2024)

Accuracy and Fairness for Web-Based Content Analysis under Temporal Shifts and Delayed Labeling. - Abdulaziz A. Almuzaini; David M. Pennock; Vivek K. Singh 001 (WebSci, 2024)

Post-Match Error Mitigation for Deferred Acceptance. - Abraham Gale; Amélie Marian; David M. Pennock (CoRR, 2024)

An Equivalence Between Fair Division and Wagering Mechanisms. - Rupert Freeman; Jens Witkowski; Jennifer Wortman Vaughan; David M. Pennock (Manag. Sci., 2024)

Stochastically Dominant Peer Prediction. - Yichi Zhang 003; Shengwei Xu; David M. Pennock; Grant Schoenebeck (CoRR, 2025)