Jens Witkowski

562 citations

20 papers · 256 indexed · h-index 9

Impact in

Computer Science Applications top 2%
- Mobile Crowdsensing and Crowdsourcing
Management Science and Operations Research top 5%
- Auction Theory and Applications
- Forecasting Techniques and Applications
- Advanced Bandit Algorithms Research

Papers in ⓘ

General Decision Sciences 4
- Decision-Making and Behavioral Economics 4
Management Science and Operations Research 18
- Auction Theory and Applications 11
- Forecasting Techniques and Applications 7

Co-authors: David C. Parkes (5 shared papers)Pavel Atanasov (5 shared papers)Yoram Bachrach (1 shared paper)Peter Key (1 shared paper)Lyle Ungar (3 shared papers)Philip E. Tetlock (4 shared papers)Barbara A. Mellers (4 shared papers)Andreas Krause (3 shared papers)
Journals: Management Science (2 papers)Organizational Behavior and Human Decision Processes (1 paper)International Journal of Forecasting (1 paper)Digital Access to Scholarship at Harvard (DASH) (Harvard University) (2 papers)Uncertainty in Artificial Intelligence (1 paper)
Partner nations: Germany United States Switzerland

In The Last Decade

Jens Witkowski

18 papers receiving 239 citations

Peers

Countries citing papers authored by Jens Witkowski

Since Specialization

Citations

This map shows the geographic impact of Jens Witkowski's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jens Witkowski with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jens Witkowski more than expected).

Fields of papers citing papers by Jens Witkowski

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jens Witkowski. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jens Witkowski. The network helps show where Jens Witkowski may publish in the future.

Co-authors

The 13 scholars most cited alongside Jens Witkowski, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jens Witkowski Line = papers co-authored together Jens Witkowski links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Peer prediction without a common prior Jens Witkowski, David C. Parkes	2012	68
2	Dwelling on the Negative: Incentivizing Effort in Peer Prediction Proceedings of the AAAI Conference on Human Computation and Crowdsourcing ·Jens Witkowski, Yoram Bachrach, Peter Key, David C. Parkes	2013	39
3	Small steps to accuracy: Incremental belief updaters are better forecasters Organizational Behavior and Human Decision Processes ·Pavel Atanasov, Jens Witkowski, Lyle Ungar, Barbara A. Mellers, Philip E. Tetlock	2020	30
4	A Robust Bayesian Truth Serum for Small Populations Proceedings of the AAAI Conference on Artificial Intelligence ·Jens Witkowski, David Parkes	2021	18
5	Incentive-Compatible Escrow Mechanisms Proceedings of the AAAI Conference on Artificial Intelligence ·Jens Witkowski, Sven Seuken, David C. Parkes	2011	13
6	Learning the Prior in Minimal Peer Prediction Digital Access to Scholarship at Harvard (DASH) (Harvard University) ·Jens Witkowski, David C. Parkes	2013	13
7	Proper Proxy Scoring Rules Proceedings of the AAAI Conference on Artificial Intelligence ·Jens Witkowski, Pavel Atanasov, Lyle Ungar, Andreas Krause	2017	12
8	Incentive-Compatible Forecasting Competitions Management Science ·Jens Witkowski, Rupert Freeman, Jennifer Wortman Vaughan, David M. Pennock, Andreas Krause	2022	11
9	Eliciting honest reputation feedback in a Markov setting International Joint Conference on Artificial Intelligence ·Jens Witkowski	2009	9
10	Truthful feedback for Sanctioning reputation mechanisms Uncertainty in Artificial Intelligence ·Jens Witkowski	2010	7
11	Trust mechanisms for online systems International Joint Conference on Artificial Intelligence ·Jens Witkowski	2011	7
12	A Geometric Method to Construct Minimal Peer Prediction Mechanisms Proceedings of the AAAI Conference on Artificial Intelligence ·Rafael Frongillo, Jens Witkowski	2016	7
13	Incentive-Compatible Forecasting Competitions Proceedings of the AAAI Conference on Artificial Intelligence ·Jens Witkowski, Rupert Freeman, Jennifer Wortman Vaughan, David M. Pennock, Andreas Krause	2018	7
14	A Geometric Perspective on Minimal Peer Prediction Rafael Frongillo, Jens Witkowski	2017	5
15	Peer Prediction with Private Beliefs Digital Access to Scholarship at Harvard (DASH) (Harvard University) ·David C. Parkes, Jens Witkowski	2011	5
16	Crowd Prediction Systems: Markets, Polls, and Elite Forecasters Pavel Atanasov, Jens Witkowski, Barbara A. Mellers, Philip E. Tetlock	2022	2
17	Incentive-Compatible Trust Mechanisms National Conference on Artificial Intelligence ·Jens Witkowski	2011	1
18	Crowd prediction systems: Markets, polls, and elite forecasters International Journal of Forecasting ·Pavel Atanasov, Jens Witkowski, Barbara A. Mellers, Philip E. Tetlock	2024	1
19	An Equivalence Between Fair Division and Wagering Mechanisms Management Science ·Rupert Freeman, Jens Witkowski, Jennifer Wortman Vaughan, David M. Pennock	2023	1
20	Small Steps to Accuracy: Incremental Belief Updaters Are Better Forecasters Pavel Atanasov, Jens Witkowski, Lyle Ungar, Barbara A. Mellers, Philip E. Tetlock	2020	0

About Jens Witkowski

Jens Witkowski is a scholar working on General Decision Sciences, Management Science and Operations Research, Computer Science Applications, Economics and Econometrics and Safety Research, having authored 20 papers that have together received 256 indexed citations. Recurring topics across this work include Auction Theory and Applications (11 papers), Forecasting Techniques and Applications (7 papers), Mobile Crowdsensing and Crowdsourcing (7 papers), Sports Analytics and Performance (5 papers), Decision-Making and Behavioral Economics (4 papers), Complex Systems and Time Series Analysis (4 papers), Game Theory and Voting Systems (3 papers) and Access Control and Trust (3 papers). The work is most often cited by research in Computer Science Applications (120 citations), Management Science and Operations Research (150 citations), General Decision Sciences (19 citations), Artificial Intelligence (121 citations) and Safety Research (20 citations). Jens Witkowski has collaborated with scholars based in Germany, United States and Switzerland. Frequent co-authors include David C. Parkes, Pavel Atanasov, Yoram Bachrach, Peter Key, Lyle Ungar, Philip E. Tetlock, Barbara A. Mellers, Andreas Krause, Rafael Frongillo and Rupert Freeman. Their work appears in journals such as Management Science, Organizational Behavior and Human Decision Processes, International Journal of Forecasting, Digital Access to Scholarship at Harvard (DASH) (Harvard University) and Uncertainty in Artificial Intelligence.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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