Duen‐Ren Liu

3.5k total citations
102 papers, 2.3k citations indexed

About

Duen‐Ren Liu is a scholar working on Information Systems, Artificial Intelligence and Sociology and Political Science. According to data from OpenAlex, Duen‐Ren Liu has authored 102 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 64 papers in Information Systems, 33 papers in Artificial Intelligence and 17 papers in Sociology and Political Science. Recurrent topics in Duen‐Ren Liu's work include Recommender Systems and Techniques (37 papers), Data Mining Algorithms and Applications (15 papers) and Digital Marketing and Social Media (15 papers). Duen‐Ren Liu is often cited by papers focused on Recommender Systems and Techniques (37 papers), Data Mining Algorithms and Applications (15 papers) and Digital Marketing and Social Media (15 papers). Duen‐Ren Liu collaborates with scholars based in Taiwan, United States and Vietnam. Duen‐Ren Liu's co-authors include Ya‐Yueh Shih, Minxin Shen, Chin‐Hui Lai, Shashi Shekhar, Churn‐Jung Liau, Tuan-Fang Fan, Gwo‐Hshiung Tzeng, Shin‐Jye Lee, Shashi Shekhar and I‐Chin Wu and has published in prestigious journals such as Communications of the ACM, European Journal of Operational Research and Expert Systems with Applications.

In The Last Decade

Duen‐Ren Liu

101 papers receiving 2.1k citations

Peers

Duen‐Ren Liu

MARKE

CNC

MIS

Gordon S. Linoff Italy

Jae Kyeong Kim South Korea

Guido Dedene Belgium

David Martens Belgium

Wei Xu China

Stefan Lessmann Germany

Xiaobing Liu China

Sumit Sarkar United States

Ho-fung Leung Hong Kong

Ramayya Krishnan United States

Gordon S. Linoff Italy

Duen‐Ren Liu

846 ×0.8

829 ×1.3

390 ×1.2

MARKE

163 ×0.6

CNC

190 ×0.7

MIS

Citations per year, relative to Duen‐Ren Liu Duen‐Ren Liu (= 1×) peers Gordon S. Linoff

Countries citing papers authored by Duen‐Ren Liu

Since Specialization

Citations

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

Fields of papers citing papers by Duen‐Ren Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Duen‐Ren Liu. 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 Duen‐Ren Liu. The network helps show where Duen‐Ren Liu may publish in the future.

Co-authorship network of co-authors of Duen‐Ren Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Duen‐Ren Liu. A scholar is included among the top collaborators of Duen‐Ren Liu 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 Duen‐Ren Liu. Duen‐Ren Liu 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

Liu, Duen‐Ren, et al.. (2023). Talent recommendation based on attentive deep neural network and implicit relationships of resumes. Information Processing & Management. 60(4). 103357–103357. 10 indexed citations

Liu, Duen‐Ren, et al.. (2022). A boosting resampling method for regression based on a conditional variational autoencoder. Information Sciences. 590. 90–105. 15 indexed citations

Lai, Chin‐Hui, et al.. (2021). A hybrid of XGBoost and aspect-based review mining with attention neural network for user preference prediction. International Journal of Machine Learning and Cybernetics. 12(5). 1203–1217. 14 indexed citations

Chen, Kuan‐Yu, et al.. (2015). Virtual Goods Recommendations in Virtual Worlds. The Scientific World JOURNAL. 2015(1). 523174–523174. 4 indexed citations

Liu, Duen‐Ren, et al.. (2015). Intelligent Power Resource Allocation by Context-Based Usage Mining. 30. 546–550. 4 indexed citations

Liau, Churn‐Jung, et al.. (2013). Variable consistency and variable precision models for dominance-based fuzzy rough set analysis of possibilistic information systems. International Journal of General Systems. 42(6). 659–686. 3 indexed citations

Fan, Tuan-Fang, Churn‐Jung Liau, & Duen‐Ren Liu. (2012). Variable precision fuzzy rough set based on relative cardinality. Federated Conference on Computer Science and Information Systems. 43–47. 2 indexed citations

Liu, Duen‐Ren, et al.. (2012). Enhancing Sales Forecasting by Using Neuro Networks and the Popularity of Magazine Article Titles. 577–580. 7 indexed citations

Liu, Duen‐Ren, et al.. (2011). CONTEXT-BASED KNOWLEDGE SUPPORT FOR PROBLEM-SOLVING BY RULE-INFERENCE AND CASE-BASED REASONING. International journal of innovative computing, information & control. 7. 3615–3631. 5 indexed citations

10.

Fan, Tuan-Fang, Churn‐Jung Liau, & Duen‐Ren Liu. (2011). Dominance-based fuzzy rough set analysis of uncertain and possibilistic data tables. International Journal of Approximate Reasoning. 52(9). 1283–1297. 33 indexed citations

11.

Liu, Duen‐Ren, et al.. (2010). Patent Classification Using Ontology-Based Patent Network Analysis. Journal of the Association for Information Systems. 95. 7 indexed citations

12.

Liu, Duen‐Ren, et al.. (2009). MPF-based Hybrid Recommendations for Mobile Commerce.. 475–480. 3 indexed citations

13.

Liau, Churn‐Jung, et al.. (2009). Dominance-based Rough Set Analysis of Uncertain Data Tables. European Society for Fuzzy Logic and Technology Conference. 294–299. 2 indexed citations

14.

Lai, Chin‐Hui & Duen‐Ren Liu. (2009). Integrating knowledge flow mining and collaborative filtering to support document recommendation. Journal of Systems and Software. 82(12). 2023–2037. 28 indexed citations

15.

Wu, I‐Chin, et al.. (2005). Task-stage knowledge support: coupling user information needs with stage identification. 2. 19–24. 5 indexed citations

16.

Wu, I‐Chin & Duen‐Ren Liu. (2003). A Collaborative Relevance Feedback Approach to Task-driven Recommendation. Journal of the Association for Information Systems. 4. 2 indexed citations

17.

Liu, Duen‐Ren, et al.. (2003). Integrating software agents with multi-level metadata in support of heterogeneous product search. Computer Systems: Science & Engineering. 18(3). 153–160. 1 indexed citations

18.

Liu, Duen‐Ren & Shashi Shekhar. (2002). A similarity graph-based approach to declustering problems and its application towards parallelizing grid files. 373–381. 15 indexed citations

19.

Liau, Churn‐Jung & Duen‐Ren Liu. (2001). A Possibilistic Decision Logic with Applications. Fundamenta Informaticae. 46(3). 199–217. 5 indexed citations

20.

Shekhar, Shashi, et al.. (1996). Genesis: An Approach to Data Dissemination in Advanced Traveler Information Systems.. IEEE Data(base) Engineering Bulletin. 19. 40–47. 18 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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