Bruce Porter
Impact in
- Artificial Intelligence top 0.5%
- AI-based Problem Solving and Planning
- Semantic Web and Ontologies
- Natural Language Processing Techniques
- Logic, Reasoning, and Knowledge
- Topic Modeling
- Imbalanced Data Classification Techniques
- Machine Learning and Data Classification
- Information Systems top 2%
- Data Mining Algorithms and Applications
Papers in
-
- AI-based Problem Solving and Planning 34
- Semantic Web and Ontologies 33
- Natural Language Processing Techniques 16
- Logic, Reasoning, and Knowledge 13
- Topic Modeling 6
- Explainable Artificial Intelligence (XAI) 4
- Advanced Computational Techniques and Applications 4
- Co-authors
- Robert C. Holte (2 shared papers)Peter E. Clark (15 shared papers)Ken Barker (24 shared papers)Ray Bareiss (4 shared papers)James C. Lester (3 shared papers)Craig C. Wier (2 shared papers)Dan G. Tecuci (7 shared papers)James Fan (7 shared papers)
- Journals
- Machine Learning (3 papers)Artificial Intelligence (2 papers)AI Magazine (1 paper)Journal of Bacteriology (1 paper)Computational Linguistics (1 paper)
- Partner nations
- United StatesCanadaGermany
In The Last Decade
Bruce Porter
67 papers receiving 1.6k citations
Peers
Comparison fields: 5 of 81
- Artificial Intelligence 1.5k
- Information Systems 311
- Health Information Management 44
- Health Informatics 9
- Computer Science Applications 19
Countries citing papers authored by Bruce Porter
This map shows the geographic impact of Bruce Porter'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 Bruce Porter with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bruce Porter more than expected).
Fields of papers citing papers by Bruce Porter
This network shows the impact of papers produced by Bruce Porter. 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 Bruce Porter. The network helps show where Bruce Porter may publish in the future.
Co-authors
The 25 scholars most cited alongside Bruce Porter, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 71 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Concept learning and the problem of small disjuncts | 1989 | 294 |
| 2 | 1990 | 206 | |
| 3 | 2001 | 84 | |
| 4 | Knowledge patterns | 2000 | 79 |
| 5 | Developing and empirically evaluating robust explanation generators: the KNIGHT experiments | 1997 | 70 |
| 6 | 1988 | 62 | |
| 7 | 2004 | 57 | |
| 8 | 2010 | 54 | |
| 9 | 2001 | 49 | |
| 10 | Rules and precedents as complementary warrants | 1991 | 48 |
| 11 | 1987 | 46 | |
| 12 | Building concept representations from reusable components | 1997 | 44 |
| 13 | Automated modeling for answering prediction questions: selecting the time scale and system boundary | 1994 | 39 |
| 14 | Protos: a unified approach to concept representation, classification, and learning | 1988 | 38 |
| 15 | Learning by reading: a prototype system, performance baseline and lessons learned | 2007 | 37 |
| 16 | 2001 | 35 | |
| 17 | 1989 | 34 | |
| 18 | 1986 | 31 | |
| 19 | 2007 | 31 | |
| 20 | A generic memory module for events | 2007 | 31 |
About Bruce Porter
Bruce Porter is a scholar working on Artificial Intelligence, Management Science and Operations Research, Experimental and Cognitive Psychology, Information Systems and Human Factors and Ergonomics, having authored 71 papers that have together received 1.9k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (34 papers), Semantic Web and Ontologies (33 papers), Natural Language Processing Techniques (16 papers), Logic, Reasoning, and Knowledge (13 papers), Topic Modeling (6 papers), Explainable Artificial Intelligence (XAI) (4 papers), Advanced Computational Techniques and Applications (4 papers) and Categorization, perception, and language (4 papers). The work is most often cited by research in Artificial Intelligence (1.5k citations), Information Systems (311 citations), Health Information Management (44 citations), Health Informatics (9 citations) and Computer Science Applications (19 citations). Bruce Porter has collaborated with scholars based in United States, Canada and Germany. Frequent co-authors include Robert C. Holte, Peter E. Clark, Ken Barker, Ray Bareiss, James C. Lester, Craig C. Wier, Dan G. Tecuci, James Fan, Dennis F. Kibler and Peter Z. Yeh. Their work appears in journals such as Machine Learning, Artificial Intelligence, AI Magazine, Journal of Bacteriology and Computational Linguistics.
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.