陳 彥良

研究成果

每年研究成果 1989 2003 2005 2006 2008 2009 2013 2021 2022

• 111 期刊論文
• 4 會議論文篇章
• 1 會議論文
• 1 回顧評介論文

每年研究成果

每年研究成果

搜尋結果

• 2022

  An ensemble model for link prediction based on graph embedding

  Chen, Y. L., Hsiao, C. H. & Wu, C. C., 6月 2022, 於: Decision Support Systems. 157, 113753.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Graph 100%
  • Ensemble 94%
  • Node 92%
  • Prediction 78%
  • Classifier 45%
  3 引文 斯高帕斯（Scopus）

• Aspect-based sentiment analysis with component focusing multi-head co-attention networks

  Cheng, L. C., Chen, Y. L. & Liao, Y. Y., 7 6月 2022, 於: Neurocomputing. 489, p. 9-17 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Sentiment analysis 100%
  • Head 65%
  • Datasets 17%
  • Aptitude 15%
  • Industry 9%
  4 引文 斯高帕斯（Scopus）
• 2021

  A movie recommendation method based on users' positive and negative profiles

  Chen, Y. L., Yeh, Y. H. & Ma, M. R., 5月 2021, 於: Information Processing and Management. 58, 3, 102531.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Movies 100%
  • Collaborative filtering 99%
  • movies 93%
  • Rating 25%
  • Collaborative Filtering 25%
  10 引文 斯高帕斯（Scopus）

• Building a training dataset for classification under a cost limitation

  Chen, Y. L., Cheng, L. C. & Zhang, Y. J., 2021, 於: Electronic Library. 39, 1, p. 77-96 20 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Labeling 100%
  • costs 87%
  • Classifiers 72%
  • Costs 58%
  • budget 35%
  1 引文 斯高帕斯（Scopus）

• Mining specific and representative information by the attribute-oriented induction method

  Wu, C. C., Chen, Y. L. & Yu, M. R., 5月 2021, 於: Expert Systems. 38, 3, e12643.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Mining 100%
  • Proof by induction 79%
  • Attribute 76%
  • Output 35%
  • Hierarchical clustering 31%
  1 引文 斯高帕斯（Scopus）

• MK-Means: Detecting evolutionary communities in dynamic networks

  Chen, Y. C., Chen, Y. L. & Lu, J. Y., 15 8月 2021, 於: Expert Systems with Applications. 176, 114807.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • K-means clustering 100%
  • Clustering algorithms 26%
  2 引文 斯高帕斯（Scopus）

• Noise-free attribute-oriented induction

  Hu, H. W., Chen, Y. L. & Hong, J. Y., 8月 2021, 於: Information Sciences. 568, p. 333-349 17 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Proof by induction 100%
  • Induction 99%
  • Attribute 96%
  • Table 61%
  • Relational Database 23%
  1 引文 斯高帕斯（Scopus）

• Predicting ewom’s influence on purchase intention based on helpfulness, credibility, information quality and professionalism

  Chen, Y. L., Chang, C. L. & Sung, A. Q., 1 7月 2021, 於: Sustainability (Switzerland). 13, 13, 7486.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • purchase 100%
  • professionalism 86%
  • credibility 83%
  • Business strategies 30%
  • Industry 29%
  4 引文 斯高帕斯（Scopus）

• Summarization of information systems based on rough set theory

  Chen, Y. L. & Chi, F. C., 2021, 於: Journal of Intelligent and Fuzzy Systems. 40, 1, p. 1001-1015 15 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Summarization 100%
  • Information Systems 80%
  • Rough set theory 80%
  • Rough Set Theory 78%
  • Table 61%
  2 引文 斯高帕斯（Scopus）
• 2019

  An innovative citation recommendation model for draft papers with varying degrees of information completeness

  Chen, Y. L., Weng, C. H., Huang, C. K. & Shih, D. J., 22 10月 2019, 於: Data Technologies and Applications. 53, 4, p. 562-576 15 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • experiment 100%
  • methodology 86%
  • performance 77%
  • Experiments 59%
  3 引文 斯高帕斯（Scopus）

• Cost-sensitive decision tree with multiple resource constraints

  Wu, C. C., Chen, Y. L. & Tang, K., 1 10月 2019, 於: Applied Intelligence. 49, 10, p. 3765-3782 18 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Decision trees 100%
  • Costs 39%
  • Trees (mathematics) 23%
  • Marketing 19%
  • Blood 19%
  5 引文 斯高帕斯（Scopus）

• Early prediction of the future popularity of uploaded videos

  Chen, Y. L. & Chang, C. L., 1 11月 2019, 於: Expert Systems with Applications. 133, p. 59-74 16 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Marketing 100%
  • Supervised learning 54%
  11 引文 斯高帕斯（Scopus）
• 2018

  A two-phase sentiment analysis approach for judgement prediction

  Liu, Y. H. & Chen, Y. L., 1 10月 2018, 於: Journal of Information Science. 44, 5, p. 594-607 14 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Legal cases 100%
  • Text mining 92%
  • Sentiment analysis 89%
  • Information technology 70%
  • Classifiers 56%
  28 引文 斯高帕斯（Scopus）
• 2017

  An analysis of collaborative problem-solving activities mediated by individual-based and collaborative computer simulations

  Chang, C. J., Chang, M. H., Liu, C. C., Chiu, B. C., Fan Chiang, S. H., Wen, C. T., Hwang, F. K., Chao, P. Y., Chen, Y. L. & Chai, C. S., 12月 2017, 於: Journal of Computer Assisted Learning. 33, 6, p. 649-662 14 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • computer simulation 100%
  • simulation 68%
  • Students 64%
  • Computer simulation 47%
  • learning 24%
  20 引文 斯高帕斯（Scopus）

• A two-attributes-set spatial clustering algorithm for geography data

  Chang, C. L., Chen, Y. L. & Tseng, H. I., 5月 2017, 於: Advanced Science Letters. 23, 5, p. 3843-3848 6 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Spatial Clustering 100%
  • Geography 82%
  • Clustering Algorithm 77%
  • Cluster analysis 68%
  • geography 56%

• A two-stage clustering algorithm for the two-attribute-set problem

  Chang, C. L., Chen, Y. L., Hsiao, Y. C. & Chien, Y. W. C., 5月 2017, 於: Advanced Science Letters. 23, 5, p. 4258-4262 5 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Clustering Algorithm 100%
  • Attribute 72%
  • Clustering algorithms 68%
  • Cluster Analysis 68%
  • customer 65%

• Emotion classification of YouTube videos

  Chen, Y. L., Chang, C. L. & Yeh, C. S., 9月 2017, 於: Decision Support Systems. 101, p. 40-50 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • YouTube 100%
  • Emotions 61%
  • Emotion 59%
  • video 57%
  • emotion 56%
  49 引文 斯高帕斯（Scopus）

• Opinion mining from online hotel reviews – A text summarization approach

  Hu, Y. H., Chen, Y. L. & Chou, H. L., 1 3月 2017, 於: Information Processing and Management. 53, 2, p. 436-449 14 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Text Summarization 100%
  • Opinion Mining 79%
  • Hotels 61%
  • Sentiment analysis 56%
  • travel 44%
  217 引文 斯高帕斯（Scopus）
• 2016

  A novel approach to rate and summarize online reviews according to user-specified aspects

  Hu, H. W., Chen, Y. L. & Hsu, P. T., 1 5月 2016, 於: Journal of Electronic Commerce Research. 17, 2, p. 132-152 21 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Online Reviews 100%
  • Websites 73%
  • Hotels 62%
  • Web Sites 46%
  • Rating 35%
  12 引文 斯高帕斯（Scopus）

• A novel recommendation model with Google similarity

  Huang, T. C. K., Chen, Y. L. & Chen, M. C., 1 9月 2016, 於: Decision Support Systems. 89, p. 17-27 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Collaborative Filtering 100%
  • Collaborative filtering 78%
  • Google 74%
  • search engine 64%
  • Matrix 61%
  26 引文 斯高帕斯（Scopus）

• Decision tree induction with a constrained number of leaf nodes

  Wu, C. C., Chen, Y. L., Liu, Y. H. & Yang, X. Y., 1 10月 2016, 於: Applied Intelligence. 45, 3, p. 673-685 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Decision trees 100%
  • Classifiers 10%
  28 引文 斯高帕斯（Scopus）

• Identifying conflict patterns to reach a consensus - A novel group decision approach

  Cheng, L. C., Chen, Y. L. & Chiang, Y. C., 16 10月 2016, 於: European Journal of Operational Research. 254, 2, p. 622-631 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Group Decision 100%
  • Conflict 70%
  • Ranking 37%
  • Experiments 22%
  • Decision Maker 18%
  30 引文 斯高帕斯（Scopus）

• Time-constrained cost-sensitive decision tree induction

  Chen, Y. L., Wu, C. C. & Tang, K., 1 8月 2016, 於: Information Sciences. 354, p. 140-152 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Decision Tree 100%
  • Decision tree 81%
  • Proof by induction 62%
  • Induction 62%
  • Decision trees 61%
  18 引文 斯高帕斯（Scopus）
• 2015

  An annotation approach to contextual advertising for online ADS

  Chen, Y. L., Chen, Z. C., Chiu, Y. T. & Chang, C. L., 2015, 於: Journal of Electronic Commerce Research. 16, 2, p. 123-137 15 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Annotation 100%
  • Marketing 68%
  • Web Pages 35%
  • Tag 33%
  • Multimedia 32%
  2 引文 斯高帕斯（Scopus）

• A novel summarization technique for the support of resolving multi-criteria decision making problems

  Huang, T. C. K., Chen, Y. L. & Chang, T. H., 1 11月 2015, 於: Decision Support Systems. 79, p. 109-124 16 p., 12641.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Summarization 100%
  • decision making criterion 99%
  • Multicriteria Decision-making 66%
  • Decision Making 56%
  • Decision making 49%
  17 引文 斯高帕斯（Scopus）

• Predicting associated statutes for legal problems

  Liu, Y. H., Chen, Y. L. & Ho, W. L., 1月 2015, 於: Information Processing and Management. 51, 1, p. 194-211 18 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Text mining 100%
  • Statute 90%
  • statute 77%
  • Text Mining 70%
  • Work Design 37%
  54 引文 斯高帕斯（Scopus）
• 2014

  Community detection based on social interactions in a social network

  Chen, Y. L., Chuang, C. H. & Chiu, Y. T., 3月 2014, 於: Journal of the Association for Information Science and Technology. 65, 3, p. 539-550 12 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Social Networks 100%
  • Social Interaction 94%
  • facebook 86%
  • social network 72%
  • Facebook 67%
  18 引文 斯高帕斯（Scopus）

• Predicting the influence of users' posted information for eWOM advertising in social networks

  Chen, Y. L., Tang, K., Wu, C. C. & Jheng, R. Y., 1 11月 2014, 於: Electronic Commerce Research and Applications. 13, 6, p. 431-439 9 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Word of Mouth Advertising 100%
  • Electronic Word-of-mouth 72%
  • Social Networks 66%
  • Marketing 59%
  • Advertising Strategy 29%
  38 引文 斯高帕斯（Scopus）
• 2013

  A new approach to the group ranking problem: Finding consensus ordered segments from users' preference data

  Chen, Y. L., Cheng, L. C. & Hsu, W. Y., 12月 2013, 於: Decision Sciences. 44, 6, p. 1091-1119 29 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • User Preferences 100%
  • Ranking 80%
  • Clustering 11%
  • Performance 4%
  8 引文 斯高帕斯（Scopus）

• A novel decision-tree method for structured continuous-label classification

  Hu, H. W., Chen, Y. L. & Tang, K., 12月 2013, 於: IEEE Transactions on Cybernetics. 43, 6, p. 1734-1746 13 p., 6418009.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Decision trees 100%
  • Labels 87%
  • Computational complexity 20%
  • Classifiers 18%
  • Set theory 16%
  12 引文 斯高帕斯（Scopus）

• A text mining approach to assist the general public in the retrieval of legal documents

  Chen, Y. L., Liu, Y. H. & Ho, W. L., 2月 2013, 於: Journal of the American Society for Information Science and Technology. 64, 2, p. 280-290 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Text mining 100%
  32 引文 斯高帕斯（Scopus）

• Conjecturable knowledge discovery: A fuzzy clustering approach

  Huang, T. C. K., Hsu, W. H. & Chen, Y. L., 2013, 於: Fuzzy Sets and Systems. 221, p. 1-23 23 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Fuzzy Clustering 100%
  • Knowledge Discovery 98%
  • Wine 94%
  • Fuzzy clustering 78%
  • Data mining 56%
  9 引文 斯高帕斯（Scopus）

• Cross-language patent matching via an international patent classification-based concept bridge

  Chen, Y. L. & Chiu, Y. T., 12月 2013, 於: Journal of Information Science. 39, 6, p. 737-753 17 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • International Patent Classification 100%
  • patent 55%
  • Bridge approaches 45%
  • Trademarks 39%
  • Intellectual property 35%
  8 引文 斯高帕斯（Scopus）

• Mining consensus preference graphs from users' ranking data

  Chen, Y. L., Cheng, L. C. & Huang, P. H., 1月 2013, 於: Decision Support Systems. 54, 2, p. 1055-1064 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Consensus Sequence 100%
  • Graph 89%
  • Ranking 89%
  • ranking 76%
  • Datasets 68%
  11 引文 斯高帕斯（Scopus）
• 2012

  A three-phase method for patent classification

  Chen, Y. L. & Chang, Y. C., 11月 2012, 於: Information Processing and Management. 48, 6, p. 1017-1030 14 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Patent Classification 100%
  • Patents 70%
  • patent 63%
  • International Patent Classification 38%
  • Patent Attorney 18%
  37 引文 斯高帕斯（Scopus）

• From data to global generalized knowledge

  Chen, Y. L., Wu, Y. Y. & Chang, R. I., 1月 2012, 於: Decision Support Systems. 52, 2, p. 295-307 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Induction 100%
  • Data mining 91%
  • induction 90%
  • Experiments 39%
  • Data Mining 32%
  9 引文 斯高帕斯（Scopus）

• Vector space model for patent documents with hierarchical class labels

  Chen, Y. L. & Chiu, Y. T., 6月 2012, 於: Journal of Information Science. 38, 3, p. 222-233 12 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Vector spaces 100%
  • patent 92%
  • Labels 82%
  • Feature extraction 49%
  • candidacy 9%
  9 引文 斯高帕斯（Scopus）
• 2011

  An evolutionary PageRank approach for journal ranking with expert judgements

  Chen, Y. L. & Chen, X. H., 6月 2011, 於: Journal of Information Science. 37, 3, p. 254-272 19 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • expert survey 100%
  • ranking 94%
  • expert 67%
  • Evolutionary algorithms 48%
  • Particle swarm optimization (PSO) 44%
  11 引文 斯高帕斯（Scopus）

• An IPC-based vector space model for patent retrieval

  Chen, Y. L. & Chiu, Y. T., 5月 2011, 於: Information Processing and Management. 47, 3, p. 309-322 14 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Patent Retrieval 100%
  • International Patent Classification 92%
  • Vector Space Model 90%
  • Patent Classification 79%
  • Vector spaces 55%
  46 引文 斯高帕斯（Scopus）

• Discovering multi-label temporal patterns in sequence databases

  Chen, Y. L., Wu, S. Y. & Wang, Y. C., 1 2月 2011, 於: Information Sciences. 181, 3, p. 398-418 21 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Data Base 100%
  • Labels 93%
  • Sequential Patterns 55%
  • Mining 39%
  • Data mining 30%
  20 引文 斯高帕斯（Scopus）

• Mining negative generalized knowledge from relational databases

  Wu, Y. Y., Chen, Y. L. & Chang, R. I., 2月 2011, 於: Knowledge-Based Systems. 24, 1, p. 134-145 12 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Relational Database 100%
  • Induction 71%
  • Data mining 60%
  • Closure 36%
  • Data Mining 26%
  10 引文 斯高帕斯（Scopus）
• 2010

  An approach to group ranking decisions in a dynamic environment

  Chen, Y. L. & Cheng, L. C., 3月 2010, 於: Decision Support Systems. 48, 4, p. 622-634 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Dynamic Environment 100%
  • Ranking 96%
  • ranking 82%
  • Consensus Sequence 53%
  • User Preferences 40%
  49 引文 斯高帕斯（Scopus）

• Gene clustering by using query-based self-organizing maps

  Chang, R. I., Chu, C. C., Wub, Y. Y. & Chen, Y. L., 9月 2010, 於: Expert Systems with Applications. 37, 9, p. 6689-6694 6 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Self organizing maps 100%
  • Genes 85%
  • Gene expression 42%
  • Yeast 15%
  • Mean square error 11%
  17 引文 斯高帕斯（Scopus）

• Mining associative classification rules with stock trading data-A GA-based method

  Chang Chien, Y. W. & Chen, Y. L., 8月 2010, 於: Knowledge-Based Systems. 23, 6, p. 605-614 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Gas 100%
  • Classifier 87%
  • Classifiers 43%
  • Classification System 31%
  • Trading Rules 30%
  69 引文 斯高帕斯（Scopus）

• Mining fuzzy association rules from uncertain data

  Weng, C. H. & Chen, Y. L., 5月 2010, 於: Knowledge and Information Systems. 23, 2, p. 129-152 24 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Association rules 100%
  • Instrument errors 39%
  • Uncertainty 14%
  34 引文 斯高帕斯（Scopus）
• 2009

  A dynamic discretization approach for constructing decision trees with a continuous label

  Hu, H. W., Chen, Y. L. & Tang, K., 11月 2009, 於: IEEE Transactions on Knowledge and Data Engineering. 21, 11, p. 1505-1514 10 p., 4752827.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Tree Algorithms 100%
  • Decision tree 91%
  • Decision trees 69%
  • Labels 60%
  • Discretization 53%
  24 引文 斯高帕斯（Scopus）

• A phenotypic genetic algorithm for inductive logic programming

  Chang Chien, Y. W. & Chen, Y. L., 4月 2009, 於: Expert Systems with Applications. 36, 3 PART 2, p. 6935-6944 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Inductive logic programming (ILP) 100%
  • Genetic algorithms 53%
  • Finance 29%
  • Machine learning 18%
  • Semantics 17%
  10 引文 斯高帕斯（Scopus）

• Building a cost-constrained decision tree with multiple condition attributes

  Chen, Y. L., Wu, C. C. & Tang, K., 15 3月 2009, 於: Information Sciences. 179, 7, p. 967-979 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Decision Tree 100%
  • Decision tree 81%
  • Decision trees 61%
  • Attribute 60%
  • Costs 46%
  13 引文 斯高帕斯（Scopus）

• Constructing a decision tree from data with hierarchical class labels

  Chen, Y. L., Hu, H. W. & Tang, K., 4月 2009, 於: Expert Systems with Applications. 36, 3 PART 1, p. 4838-4847 10 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Decision trees 100%
  • Labels 87%
  • Classifiers 29%
  34 引文 斯高帕斯（Scopus）

• Discovering hybrid temporal patterns from sequences consisting of point- and interval-based events

  Wu, S. Y. & Chen, Y. L., 11月 2009, 於: Data and Knowledge Engineering. 68, 11, p. 1309-1330 22 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Pattern Mining 100%
  • Sequential Patterns 50%
  • Experiment 36%
  • Stock Prices 24%
  33 引文 斯高帕斯（Scopus）