Derek Bridge

2.7k total citations · 1 hit paper
54 papers, 1.2k citations indexed

About

Derek Bridge is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Derek Bridge has authored 54 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 36 papers in Artificial Intelligence, 34 papers in Information Systems and 10 papers in Signal Processing. Recurrent topics in Derek Bridge's work include Recommender Systems and Techniques (27 papers), Topic Modeling (9 papers) and Semantic Web and Ontologies (9 papers). Derek Bridge is often cited by papers focused on Recommender Systems and Techniques (27 papers), Topic Modeling (9 papers) and Semantic Web and Ontologies (9 papers). Derek Bridge collaborates with scholars based in Ireland, Italy and United Kingdom. Derek Bridge's co-authors include Marius Kaminskas, Barry Smyth, Mesut Kaya, Lorraine McGinty, Mehmet H. Göker, Susan Craw, Ramón López de Mántaras, Michael T. Cox, Mary Lou Maher and Agnar Aamodt and has published in prestigious journals such as Knowledge-Based Systems, Artificial Intelligence Review and Journal of Vision.

In The Last Decade

Derek Bridge

52 papers receiving 1.1k citations

Hit 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.

Diversity, Serendipity, Novelty, and Coverage

2016 257 citations Marius Kaminskas, Derek Bridge profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Derek Bridge Ireland	15	717	685	231	178	126	54	1.2k
Juan F. Huete Spain	16	599 0.8×	631 0.9×	228 1.0×	186 1.0×	173 1.4×	79	1.3k
Panagiotis Symeonidis Greece	23	1.1k 1.5×	853 1.2×	160 0.7×	344 1.9×	212 1.7×	68	1.8k
Yao Wu China	17	830 1.2×	792 1.2×	391 1.7×	315 1.8×	156 1.2×	42	1.6k
Alexandrin Popescul United States	13	1.1k 1.6×	782 1.1×	238 1.0×	373 2.1×	222 1.8×	19	1.6k
Mi Zhang China	11	621 0.9×	458 0.7×	240 1.0×	179 1.0×	213 1.7×	48	1.1k
Roberto Turrin Italy	14	1.2k 1.6×	604 0.9×	377 1.6×	385 2.2×	223 1.8×	29	1.4k
David Maxwell Chickering United States	16	269 0.4×	699 1.0×	191 0.8×	99 0.6×	72 0.6×	35	1.1k
Mei‐Hui Wang Taiwan	18	362 0.5×	751 1.1×	155 0.7×	104 0.6×	75 0.6×	97	1.3k
Gillian Dobbie New Zealand	23	564 0.8×	998 1.5×	134 0.6×	143 0.8×	433 3.4×	123	1.6k

Countries citing papers authored by Derek Bridge

Since Specialization

Citations

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

Fields of papers citing papers by Derek Bridge

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Derek Bridge

This figure shows the co-authorship network connecting the top 25 collaborators of Derek Bridge. A scholar is included among the top collaborators of Derek Bridge 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 Derek Bridge. Derek Bridge is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Bridge, Derek, et al.. (2024). Enhancing Recommendation Diversity by Re-ranking with Large Language Models. 4(2). 1–40. 12 indexed citations

2.

Recio-García, Juan A., et al.. (2024). iSee: A case-based reasoning platform for the design of explanation experiences. Knowledge-Based Systems. 302. 112305–112305. 2 indexed citations

3.

Manzato, Marcelo Garcia, et al.. (2022). Extended recommendation-by-explanation. User Modeling and User-Adapted Interaction. 32(1-2). 91–131. 6 indexed citations

4.

Kaya, Mesut & Derek Bridge. (2018). Accurate and Diverse Recommendations Using Item-Based SubProfiles.. The Florida AI Research Society. 462–467. 6 indexed citations

5.

Bridge, Derek, et al.. (2018). Explanations that are Intrinsic to Recommendations. 187–195. 11 indexed citations

6.

Anelli, Vito Walter, Pierpaolo Basile, Derek Bridge, et al.. (2018). Knowledge-aware and conversational recommender systems. CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro). 521–522. 16 indexed citations

7.

Kaya, Mesut & Derek Bridge. (2017). Intent-Aware Diversification using Item-Based SubProfiles.. Conference on Recommender Systems. 2 indexed citations

8.

Bridge, Derek, et al.. (2017). Recommending from Experience.. The Florida AI Research Society. 651–656. 1 indexed citations

9.

Bridge, Derek, et al.. (2017). Explanation Chains: Recommendations by Explanation.. Conference on Recommender Systems. 2 indexed citations

10.

Kaya, Mesut & Derek Bridge. (2016). Improved Recommendation of Photo-Taking Locations using Virtual Ratings.. Arrow@dit (Dublin Institute of Technology). 1–7. 1 indexed citations

11.

Kaminskas, Marius, et al.. (2016). Product-Seeded and Basket-Seeded Recommendations for Small-Scale Retailers. 6(1). 3–14. 8 indexed citations

12.

Ricci⋆, Francesco, et al.. (2012). Recommending Personalized Query Revisions. Conference on Recommender Systems. 19–26. 1 indexed citations

13.

Bridge, Derek, et al.. (2008). Models of Similarity for Case-Based Reasoning. 1 indexed citations

14.

Bridge, Derek, et al.. (2006). KLEOR: A Knowledge Lite Approach to Explanation Oriented Retrieval. Computing and Informatics / Computers and Artificial Intelligence. 25. 173–193. 4 indexed citations

15.

Bridge, Derek, et al.. (2006). Collaborative Recommending using Formal Concept Analysis. Knowledge-Based Systems. 19(5). 309–315. 81 indexed citations

16.

Bridge, Derek, et al.. (2005). Knowledge Lite Explanation Oriented Retrieval.. 16(1). 35–42. 2 indexed citations

17.

Mántaras, Ramón López de, David McSherry, Derek Bridge, et al.. (2005). Retrieval, reuse, revision and retention in case-based reasoning. The Knowledge Engineering Review. 20(3). 215–240. 340 indexed citations

18.

Bridge, Derek, et al.. (2003). Case-Based Reuse of Software Examplets. JUCS - Journal of Universal Computer Science. 9. 249–256. 5 indexed citations

19.

Ashley, Kevin & Derek Bridge. (2003). Case-Based Reasoning Research and Development. Lecture notes in computer science. 17 indexed citations

20.

Bridge, Derek, et al.. (1998). We're all going on a summer holiday: an exercise in non-cardinal case base retrieval. 209–219. 1 indexed citations

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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