Pat Langley

22.7k total citations · 5 hit papers
207 papers, 10.7k citations indexed

About

Pat Langley is a scholar working on Artificial Intelligence, Information Systems and Information Systems and Management. According to data from OpenAlex, Pat Langley has authored 207 papers receiving a total of 10.7k indexed citations (citations by other indexed papers that have themselves been cited), including 149 papers in Artificial Intelligence, 29 papers in Information Systems and 14 papers in Information Systems and Management. Recurrent topics in Pat Langley's work include AI-based Problem Solving and Planning (78 papers), Semantic Web and Ontologies (30 papers) and Data Mining Algorithms and Applications (18 papers). Pat Langley is often cited by papers focused on AI-based Problem Solving and Planning (78 papers), Semantic Web and Ontologies (30 papers) and Data Mining Algorithms and Applications (18 papers). Pat Langley collaborates with scholars based in United States, New Zealand and Slovenia. Pat Langley's co-authors include Avrim Blum, George H. John, Herbert A. Simon, Kevin Thompson, Jan M. Żytkow, Gary L. Bradshaw, Jeff Shrager, John E. Laird, Dongkyu Choi and John H. Gennari and has published in prestigious journals such as Communications of the ACM, Behavioral and Brain Sciences and Artificial Intelligence.

In The Last Decade

Pat Langley

191 papers receiving 9.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Selection of relevant features and examples in machine learning

1997 2.2k citations Pat Langley et al. profile →
Estimating Continuous Distributions in Bayesian Classifiers

2013 1.4k citations Pat Langley et al. profile →
An analysis of Bayesian classifiers

1992 761 citations Pat Langley, Kevin Thompson et al. National Conference on Artificial Intelligence profile →
Scientific Discovery: Computational Explorations of the Creative Processes

1987 481 citations Pat Langley et al. Medical Entomology and Zoology profile →
Cognitive architectures: Research issues and challenges

2008 373 citations Pat Langley, John E. Laird et al. profile →

Peers

Countries citing papers authored by Pat Langley

Since Specialization

Citations

This map shows the geographic impact of Pat Langley'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 Pat Langley with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pat Langley more than expected).

Fields of papers citing papers by Pat Langley

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pat Langley. 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 Pat Langley. The network helps show where Pat Langley may publish in the future.

Co-authorship network of co-authors of Pat Langley

This figure shows the co-authorship network connecting the top 25 collaborators of Pat Langley. A scholar is included among the top collaborators of Pat Langley based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Pat Langley. Pat Langley is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Creating and Using Tools in a Hybrid Cognitive Architecture. 2018 ·National Conference on Artificial Intelligence ·Dongkyu Choi, Pat Langley, (unknown)	7
2	A Computational Account of Everyday Abductive Inference 2011 ·Cognitive Science ·Will Bridewell, Pat Langley	13
3	Improving Acquisition of Teleoreactive Logic Programs through Representation Change 2011 ·ResearchSpace (University of Auckland) ·Nan Li, (unknown), Pat Langley	2
4	Claims and Challenges in Evaluating Human-Level Intelligent Systems 2009 ·John E. Laird, Robert E. Wray, Robert Marinier, Pat Langley	15
5	A Believable Agent for First-Person Shooter Games 2007 ·Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment ·Dongkyu Choi, (unknown), (unknown), (unknown), Pat Langley	16
6	Proceedings of the Seventeenth International Conference on Machine Learning (ICML-2000), June 29- July 2, 2000, Stanford University 2000 ·Pat Langley	5
7	Learning User Evaluation Functions for Adaptive Scheduling Assistance 1999 ·International Conference on Machine Learning ·Melinda Gervasio, Wayne Iba, Pat Langley	14
8	Learning to predict the duration of an automobile trip 1998 ·Knowledge Discovery and Data Mining ·Simon J. Handley, Pat Langley, (unknown)	18
9	Induction of condensed determinations 1996 ·Knowledge Discovery and Data Mining ·Pat Langley	10
10	Empirical Methods in Artificial Intelligence: A Review 1996 ·AI Magazine ·Pat Langley	1
11	Reactive and automatic behavior in plan execution 1994 ·Pat Langley, Wayne Iba, Jeff Shrager	2
12	Average-case analysis of a nearest neighbor algorthim 1993 ·International Joint Conference on Artificial Intelligence ·Pat Langley, Wayne Iba	61
13	An analysis of Bayesian classifiers breakdown → 1992 ·National Conference on Artificial Intelligence ·Pat Langley, (unknown), Kevin Thompson	761
14	Concept formation knowledge and experience in unsupervised learning 1991 ·CERN Bulletin ·Douglas Fisher, Michael J. Pazzani, Pat Langley	119
15	An experimental study of concept formation 1990 ·eScholarship (California Digital Library) ·John H. Gennari, Pat Langley	9
16	Computational Models of Scientific Discovery and Theory Formation 1990 ·Medical Entomology and Zoology ·Jeff Shrager, Pat Langley	250
17	Learning from solution paths: an approach to the credit assignment problem 1989 ·Derek Sleeman, Pat Langley, Tom M. Mitchell	2
18	Towards an integrated discovery system 1987 ·eScholarship (California Digital Library) ·(unknown), Pat Langley	6
19	Approaches to conceptual clustering 1985 ·eScholarship (California Digital Library) ·Douglas Fisher, Pat Langley	49
20	Strategy Acquisition Governed by Experimentation. 1982 ·European Conference on Artificial Intelligence ·Pat Langley	3

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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