Jan Pedersen

14.0k citations
65 papers · 7.8k · 4 hit papers · h-index 27

Impact in

    • Text and Document Classification Technologies
    • Topic Modeling
    • Advanced Text Analysis Techniques
    • Natural Language Processing Techniques
    • Web Data Mining and Analysis
    • Spam and Phishing Detection
    • Information Retrieval and Search Behavior

Papers in

    • Topic Modeling 11
    • Algorithms and Data Compression 10
    • Text and Document Classification Technologies 7
    • Information Retrieval and Search Behavior 19
    • Web Data Mining and Analysis 16

Jan Pedersen

64 papers receiving 6.8k citations

Jan Pedersen's Hit Papers

A Comparative Study on Feature Selection in Text Categorization 1997 · 3.2k citations
3.2k0+11+22Years since publication10002.0k3.0k

Peers

Jan Pedersen
Comparison fields: 5 of 145
  • Artificial Intelligence 5.7k
  • Information Systems 3.4k
  • Signal Processing 866
  • Computer Vision and Pattern Recognition 1.3k
  • Information Systems and Management 233
Replace Scott Deerwester with:
Scott Deerwester United States
Michael J. McGill United States
Yiming Yang United States
Ellen M. Voorhees United States
Ming Zhou China
Jamie Callan United States
Daxin Jiang China
Martin Porter United Kingdom
Anita M.-Y. Wong Hong Kong
Berthier Ribeiro‐Neto Brazil
Jan Pedersen relative to Scott Deerwester United States Scott Deerwester's profile →
Citations per field
00.5×1.5×
Scott Deerwester · 1×
Citations per year

Countries citing papers authored by Jan Pedersen

Since Specialization
Citations

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

Fields of papers citing papers by Jan Pedersen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Jan Pedersen, 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 Jan Pedersen Line = papers co-authored together Jan Pedersen links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 65 papers — load more, or switch the sort, to bring in the rest.

#Work
1
A Comparative Study on Feature Selection in Text Categorization
Hit paper breakdown →
19973207
2
A trainable document summarizer
Hit paper breakdown →
1995877
3
Scatter/Gather: a cluster-based approach to browsing large document collections
Hit paper breakdown →
1992612
4
Reexamining the cluster hypothesis
Hit paper breakdown →
1996554
5 1992419
6 1995288
7 1993138
8 2006137
9 1995128
10 2004124
11 1989120
12 2005107
13 1999106
14 201784
15 200883
16 199671
17
Questioning Yahoo! Answers
200765
18 200946
19 200640
20 199938

About Jan Pedersen

Jan Pedersen is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Statistical and Nonlinear Physics and Signal Processing, having authored 65 papers that have together received 7.8k indexed citations. Recurring topics across this work include Information Retrieval and Search Behavior (19 papers), Web Data Mining and Analysis (16 papers), Topic Modeling (11 papers), Algorithms and Data Compression (10 papers), Text and Document Classification Technologies (7 papers), Data Management and Algorithms (5 papers), Advanced MRI Techniques and Applications (5 papers) and Complex Network Analysis Techniques (5 papers). The work is most often cited by research in Artificial Intelligence (5.7k citations), Information Systems (3.4k citations), Signal Processing (866 citations), Computer Vision and Pattern Recognition (1.3k citations) and Information Systems and Management (233 citations). Jan Pedersen has collaborated with scholars based in United States, United Kingdom and China. Frequent co-authors include Yiming Yang, Julian Kupiec, Marti A. Hearst, Francine Chen, Douglass R. Cutting, David R. Karger, John W. Tukey, Hinrich Schütze, David A. Hull and Doug Cutting. Their work appears in journals such as Information Processing & Management, Magnetic Resonance Materials in Physics Biology and Medicine, ACM SIGIR Forum, Information Retrieval and Concepts in Magnetic Resonance Part B.

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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