Gerald DeJong
Impact in
-
- Child and Animal Learning Development
- Artificial Intelligence top 0.5%
- AI-based Problem Solving and Planning
- Semantic Web and Ontologies
- Machine Learning and Algorithms
- Logic, Reasoning, and Knowledge
- Topic Modeling
- Natural Language Processing Techniques
Papers in
-
- AI-based Problem Solving and Planning 58
- Logic, Reasoning, and Knowledge 23
- Semantic Web and Ontologies 19
- Machine Learning and Algorithms 19
- Topic Modeling 15
- Intelligent Tutoring Systems and Adaptive Learning 9
- Machine Learning and Data Classification 9
- Natural Language Processing Techniques 8
- Co-authors
- Raymond J. Mooney (4 shared papers)William F. Brewer (2 shared papers)Brian H. Ross (2 shared papers)Rand J. Spiro (1 shared paper)Allan Collins (1 shared paper)Stella Vosniadou (1 shared paper)Stephen Palmer (1 shared paper)Dedre Gentner (1 shared paper)
- Journals
- Machine Learning (6 papers)Artificial Intelligence (5 papers)Cognitive Science (2 papers)ACM SIGPLAN Notices (1 paper)Psychonomic Bulletin & Review (1 paper)
- Partner nations
- United StatesUnited Kingdom
In The Last Decade
Gerald DeJong
104 papers receiving 4.0k citations
Gerald DeJong's Hit Papers
Peers
Comparison fields: 5 of 159
- Developmental and Educational Psychology 1.1k
- Artificial Intelligence 2.6k
- Experimental and Cognitive Psychology 705
- General Decision Sciences 71
- History and Philosophy of Science 151
Countries citing papers authored by Gerald DeJong
This map shows the geographic impact of Gerald DeJong'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 Gerald DeJong with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gerald DeJong more than expected).
Fields of papers citing papers by Gerald DeJong
This network shows the impact of papers produced by Gerald DeJong. 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 Gerald DeJong. The network helps show where Gerald DeJong may publish in the future.
Co-authors
The 25 scholars most cited alongside Gerald DeJong, 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 110 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Similarity and Analogical Reasoning Hit paper breakdown → | 1989 | 1960 |
| 2 | Explanation-Based Learning: An Alternative View Hit paper breakdown → | 1986 | 686 |
| 3 | 1986 | 405 | |
| 4 | 2003 | 119 | |
| 5 | 1990 | 98 | |
| 6 | 2003 | 78 | |
| 7 | 1979 | 77 | |
| 8 | Learning schemata for natural language processing | 1985 | 70 |
| 9 | Theory and application of reward shaping in reinforcement learning | 2004 | 67 |
| 10 | Generalizations based on explanations | 1981 | 63 |
| 11 | COMPOSER: a probabilistic solution to the utility problem in speed-up learning | 1992 | 58 |
| 12 | 2017 | 49 | |
| 13 | The classification, detection and handling of imperfect theory problems | 1987 | 48 |
| 14 | 1979 | 42 | |
| 15 | 1980 | 39 | |
| 16 | Acquiring schemata through understanding and generalizing plans | 1983 | 35 |
| 17 | 1988 | 33 | |
| 18 | 1993 | 32 | |
| 19 | The influence of reward on the speed of reinforcement learning: an analysis of shaping | 2003 | 31 |
| 20 | 1993 | 29 |
About Gerald DeJong
Gerald DeJong is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Ocean Engineering and Control and Systems Engineering, having authored 110 papers that have together received 4.7k indexed citations. Recurring topics across this work include AI-based Problem Solving and Planning (58 papers), Logic, Reasoning, and Knowledge (23 papers), Semantic Web and Ontologies (19 papers), Machine Learning and Algorithms (19 papers), Topic Modeling (15 papers), Intelligent Tutoring Systems and Adaptive Learning (9 papers), Machine Learning and Data Classification (9 papers) and Natural Language Processing Techniques (8 papers). The work is most often cited by research in Developmental and Educational Psychology (1.1k citations), Artificial Intelligence (2.6k citations), Experimental and Cognitive Psychology (705 citations), General Decision Sciences (71 citations) and History and Philosophy of Science (151 citations). Gerald DeJong has collaborated with scholars based in United States and United Kingdom. Frequent co-authors include Raymond J. Mooney, William F. Brewer, Brian H. Ross, Rand J. Spiro, Allan Collins, Stella Vosniadou, Stephen Palmer, Dedre Gentner, David E. Rumelhart and Lance J. Rips. Their work appears in journals such as Machine Learning, Artificial Intelligence, Cognitive Science, ACM SIGPLAN Notices and Psychonomic Bulletin & Review.
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.