| 姓名 | 陳良弼(Arbee L.P. Chen) |
|---|---|
| 職稱 | 合聘講座教授 |
| 學歷 | 美國南加州大學-資訊工程 博士 國立交通大學-資訊科學 學士 |
| 經歷 | 中研院資訊科技創新研究中心 - 合聘研究員 (2013-08) 政治大學理學院 - 院長 (2006-08 ~ 2012-07) 政治大學 - 講座教授 (2004-08 ~ 2015-07) 清華大學 - 合聘教授 (2004-08) 清華大學 - 教授 (1991-08 ~ 2004-07) 美國貝爾通訊研究院(Bell Communications Research) - 研究員 (1987-01 ~ 1990-08) 美國System Development Corporation - 研究科學家 (1984-12 ~ 1986-12) |
| 專長 | 資料庫與資料工程/Database and Data Engineering 人工智慧/Artificial intelligence 大數據分析/Big Data Analytics |
| 校內辦公室 | I513 |
| 校內分機 | 1831 |
| 電子郵件 | |
| 教師歷程檔案 | https://webap.asia.edu.tw/TchEportfolio/arbee |
| 年度 | 論文名稱 |
|---|---|
| 2024 | Yi-Feng Lin、陳良弼(Arbee L.P. Chen)*, Predicting the following support strategy during the emotional support dialogue by integrating the dialogue history and supporter features, MULTIMEDIA TOOLS AND APPLICATIONS, 2024 |
| 2024 | Syauki Aulia Thamrin、Eva E. Chen、陳良弼(Arbee L.P. Chen)*, Detecting bipolar disorder on social media by post grouping and interpretable deep learning, JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2024 |
| 2023 | Liang Kuang Tai、陳良弼(Arbee L.P. Chen)*, Strategies to Selecting Most Profitable Products by Price Settings, INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2023 |
| 2023 | Yun Sheng Tsai、陳良弼(Arbee L.P. Chen)*, Suicide risk assessment using word-level model with dictionary-based risky posts selection, MULTIMEDIA TOOLS AND APPLICATIONS, 2023 |
| 2023 | Yun Sheng Lin、Liang Kuang Tai、陳良弼(Arbee L.P. Chen)*, The detection of mental health conditions by incorporating external knowledge, JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2023 |
| 2023 | Dongze Wu、陳良弼(Arbee L.P. Chen)*, Classical Chinese poetry generation from vernacular Chinese: a word-enhanced supervised approach, MULTIMEDIA TOOLS AND APPLICATIONS, 2023 |
| 2023 | Kuan-Chieh Lu、Syauki Aulia Thamrin、陳良弼(Arbee L.P. Chen)*, Depression detection via conversation turn classification, MULTIMEDIA TOOLS AND APPLICATIONS, 2023 |
| 2022 | Zhiyu Zhang、陳良弼(Arbee L.P. Chen)*, Biomedical named entity recognition with the combined feature attention and fully?shared multi?task learning, BMC BIOINFORMATICS, 2022 |
| 2022 | J.C. Cheng、陳良弼(Arbee L.P. Chen)*, Multimodal Time-Aware Attention Networks for Depression Detection, JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2022 |
| 2022 | T.W. Chang、Y.C. Fan、陳良弼(Arbee L.P. Chen)*, Emotion-Cause Pair Extraction Based on Machine Reading Comprehension Model, MULTIMEDIA TOOLS AND APPLICATIONS, 2022 |
| 2022 | H. Wijayanto、Wenlu Wang、Wei-Shinn Ku、陳良弼(Arbee L.P. Chen)*, LShape Partitioning: Parallel Skyline Query Processing using MapReduce, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022 |
| 2021 | C.Y. Lin、Y.H. Wu、陳良弼(Arbee L.P. Chen)*, Selecting the Most Helpful Answers in Online Health Question Answering Communities, JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2021 |
| 2021 | L.K. Tai、E.T. Wang、陳良弼(Arbee L.P. Chen)*, Finding the Most Profitable Candidate Product by Dynamic Skyline and Parallel Processing, DISTRIBUTED AND PARALLEL DATABASES, 2021 |
| 2020 | P.H. Wu、Avon Yu、Ching-Wei Tsai,、Jia-Ling Koh、Chin-Chi Kuo、陳良弼(Arbee L.P. Chen)*, Keyword Extraction and Structuralization of Medical Reports, Health Information Science and Systems, 2020 |
| 2020 | Yi-Shian Chen、Che-Yi Chou、陳良弼(Arbee L.P. Chen)*, Early prediction of acquiring acute kidney injury for older inpatients using most effective laboratory test results, BMC Medical Informatics and Decision Making, 2020 |
| 2020 | Chun Yueh Chiu、Hsien Yuan Lane、Jia Ling Koh、陳良弼(Arbee L.P. Chen)*, Multimodal depression detection on instagram considering time interval of posts, JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2020 |
| 2020 | Liang Kuang Tai、Winny Setyonugroho、陳良弼(Arbee L.P. Chen)*, Finding discriminatory features from electronic health records for depression prediction, JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2020 |
| 2018 | Y.C. Fan、C.W. Chang、W.C. Lee、K.C. Wu、陳良弼(Arbee L.P. Chen)*, On the Semantic Annotation of Wi-Fi SSID Logs in Mobile Applications, Pervasive and Mobile Computing, vol.43 pp.131-145, 2018 |
| 2018 | M.Y. Wu、C.Y. Shen、E.T. Wang、陳良弼(A.L.P. Chen)*, A Deep Architecture for Depression Detection using Posting, Behavior, and Living Environment Data, JOURNAL OF INTELLIGENT INFORMATION SYSTEMS pp.1-20, 2018 |
| 2017 | J.L. Koh、C.C. Chen、C.Y. Chan、陳良弼(Arbee L.P. Chen)*, MapReduce Skyline Query Processing with Partitioning and Distributed Dominance Tests, INFORMATION SCIENCES, vol.375 pp.114-137, 2017 |
| 2016 | 李怡青(I-Ching Lee)*、陳伊慈(Eva E. Chen)、蔡佳泓(Chia-Hung Tsai)、顏乃欣(Nai-Shing Yen)、陳良弼(Arbee L.P. Chen)、林偉杰(Wei-Chieh Lin), Voting Intention and Choices: Are Voters Always Rational and Deliberative?, PLoS One, vol.11 no.2, 2016 |
| 2016 | 范耀中(Yao-Chung Fan)、陳毓琪(Yu-Chi Chen)、童冠傑(Kuan-Chieh Tung)、陳良弼(Arbee L.P. Chen)*, A Framework for Enabling User Preference Profiling through Wi-Fi Logs, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol.28 no.3 pp.592-603, 2016 |
| 2014 | 李嘉倫(Cha-Lun Li)、王恩慈(En Tzu Wang)、黃國柱(Guo-Jhu Huang)、陳良弼(Arbee L.P. Chen)*, Top-n query processing in spatial databases considering bi-chromatic reverse k-nearest neighbors, INFORMATION SYSTEMS JOURNAL, vol.42 pp.123-138, 2014 |
| 2014 | 柯佳伶(Jia-Ling Koh)、林真伊(Chen-Yi Lin)、陳良弼(Arbee L. P. Chen)*, Finding k Most Favorite Products based on Reverse Top-t Queries, VLDB JOURNAL, vol.23 no.4 pp.541-564, 2014 |
| 2013 | 林真伊(Chen-Yi Lin)、柯佳伶(Jia-Ling Koh)、陳良弼(Arbee L.P. Chen)*, Determining k-Most Demanding Products with Maximum Expected Number of Total Customers, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING no.25 pp.1732-1747, 2013 |
| 2012 | 范耀中(Yao-Chung Fan)、陳良弼(A.L.P. Chen)*, Energy Efficient Schemes for Accuracy-Guaranteed Sensor Data Aggregation Using Scalable Counting, IEEE Transactions on Knowledge and Data Engineering, vol.24 no.8 pp.1462-1477, 2012 |
| 2011 | 顏乃欣(Nai-Shing Yen)、蔡介立(Jie-Li Tsai)、Pei-Ling Chen、Hsuan-Yu Lin、陳良弼(Arbee L.P. Chen)*, Effects of typographic variables on eye-movement measures in reading Chinese from a screen, BEHAVIOUR & INFORMATION TECHNOLOGY, vol.30 no.6 pp.797-808, 2011 |
| 2011 | 王恩慈(En Tzu Wang)、陳良弼(Arbee L. P. Chen)*, Mining frequent itemsets over distributed data streams by continuously maintaining a global synopsis, DATA MINING AND KNOWLEDGE DISCOVERY, vol.23 no.2 pp.252-299, 2011 |
| 2011 | 左聰文(Chung-Wen Cho)、吳宜鴻(Yi-Hung Wu)、顏秀珍(Show-Jane Yen)、Ying Zheng、陳良弼(Arbee L. P. Chen)*, On-line rule matching for event prediction, VLDB JOURNAL, vol.20 no.3 pp.303-334, 2011 |
| 2010 | 劉寧漢(Ning-Han Liu)、吳宜鴻(Yi-Hung Wu)、陳良弼(Arbee L.P. Chen)*, Identifying Prototypical Melodies by Extracting Approximate Repeating Patterns from Music Works, JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, vol.26 no.4 pp.1181-1198, 2010 |
| 2010 | 范耀中(Yao-Chung Fan)、陳良弼(Arbee L.P. Chen)*, Efficient and Robust Schemes for Sensor Data Aggregation Based on Linear Counting, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, vol.21 no.11 pp.1675-1691, 2010 |
| 發表日期 | 論文名稱 |
|---|---|
| 2024.06 | S.A. Thamrin、陳良弼(Arbee L.P. Chen), Detection of Bipolar Disorder on Social Media Data Utilizing Biomedical, Clinical and Mental Health Domain Fine, Tuned Word Embeddings - IEEE International Conference on Healthcare Informatics, Jun. 2024, Orlando, Florida, USA |
| 2024.04 | Ling Kai Yen、Jasin Wong、陳良弼(Arbee L.P. Chen), Identifying Chinese Handwriting Characteristics for Detecting Children with Autism , ACM/SIGAPP Symposium on Applied Computing, Apr. 2024, Avila, Spain |
| 2023.12 | Xunsheng Cai、Syauki Aulia Thamrin、陳良弼(Arbee L.P. Chen), Graph Encoding, Enhanced Transformer for Drug Recommendation - IEEE Big Data Conference, Dec. 2023, Sorrento, Italy |
| 2023.07 | Amarawan Pentrakan、陳良弼(Arbee L.P. Chen), Data Cleaning in Medical Procurement Database: Performance Comparison of Data Mining Classification Algorithms for Tackling Missing Value , International Conference on Research in Engineering, Technology and Science, Jul. 2023, Budapest, Hungary |
| 2023.03 | Shuheng Cao、Syauki Aulia Thamrin、陳良弼(Arbee L.P. Chen), Improving the Quality of Public Transportation by Dynamically Adjusting the Bus Departure Time , 38th ACM/SIGAPP Symposium on Applied Computing, Mar. 2023, Tallinn Estonia |
| 2021.04 | H. Wijayanto、W. Wang、W.S. Ku、陳良弼(Arbee L.P. Chen), LShape Partitioning: Parallel Skyline Query Processing using MapReduce , IEEE International Conference on Data Engineering, Apr. 2021, Greece/Crete/Chania |
| 2021.01 | H. Wijayanto、S.A. Thamrin、陳良弼(Arbee L.P. Chen), Upgrading Products based on Existing Dominant Competitors , Hawaii International Conference on System Sciences, Jan. 2021, USA/Hawaii/Kauai |
| 2019.12 | H. Yang、C.F. Chiang、陳良弼(Arbee L.P. Chen), Discovering High Demanding Bus Routes Using Farecard Data , IEEE International Conference on Big Data, Dec. 2019, 美國 加州 洛杉磯 |
| 2019.07 | Y.C. Huang、C.F. Chiang、陳良弼(Arbee L.P. Chen), Predicting Depression Tendency based on Image, Text and Behavior Data from Instagram , International Conference on Data Science, Technologies and Applications, Jul. 2019, Czech Republic Prague |
| 2019.04 | P.H. Wu、J.L. Koh、陳良弼(Arbee L.P. Chen), Event Detection for Exploring Emotional Upheavals of Depressive People , ACM/SIGAPP Symposium on Applied Computing, Apr. 2019, Cyprus Limassol |
| 2017.12 | W.H. Lee、E.T. Wang、陳良弼(Arbee L.P. Chen), Mining Accompanying Relationships between Diseases from Patient Records , IEEE International Conference on Big Data, Dec. 2017, USA/MA/Boston |
| 2017.07 | W.Y. Chang、E.T. Wang、陳良弼(Arbee L.P. Chen), A Data, driven Framework on Mining Relationships between Air Quality and Cancer Diseases - International Conference on Data Science, Technology and Applications, Jul. 2017, Madrid, Spain |
| 2017.05 | C.C. Lu、陳良弼(Arbee L.P. Chen), Finding the Shortest Path with User Requirements , International Conference on Data Mining, Communications and Information Technology, May. 2017, Phuket, Thailand |
| 2016.09 | Yu-Chi Chen、En Tzu Wang、陳良弼(Arbee L.P. Chen), Mining User Trajectories from Smartphone Data Considering Data Uncertainty , International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2016, Sep. 2016, Porto, Portugal |
| 2016.07 | Kuan-Chieh Tung、En Tzu Wang、陳良弼(Arbee L.P. Chen), Mining Event Sequences from Social Media for Election Prediction , Industrial Conference on Data Mining, Jul. 2016, Newark, NJ, USA |
| 2016.05 | 范耀中(Yao-Chung Fan)、陳良弼(Arbee L.P. Chen), "A framework for enabling user preference profiling through Wi, Fi logs" - IEEE International Conference on Data Engineering, May. 2016, Helsinki, Finland |
| 2015.07 | 鄭瑞賢(Ruei Sian Jheng)、陳良弼(Arbee L.P. Chen), "Determining Top, K Candidates by Reverse Constrained Skyline Queries" - International Conference on Data Management Technologies and Applications, Jul. 2015, Colmar,Alsace, France |
| 2015.01 | 周元亨(Yuan Heng Chou)、陳良弼(Arbee L.P. Chen), "Finding Maximal Quasi, cliques Containing a Target Vertex in a Graph" - International Conference on Data Management Technologies and Applications, Jan. 2015 |
| 2014.03 | Yi-Wen Lin(Yi-Wen Lin)、陳良弼(Arbee L.P. Chen), "Finding Targets with the Nearest Favor Neighbor and Farthest Disfavor Neighbor by a Skyline Query" , ACM Symposium on Applied Computing, Mar. 2014, Gyeongju, Republic of Korea |
| 2014.01 | Wei Heng Tai(Wei Heng Tai)、陳良弼(Arbee L.P. Chen), "On Continuous Spatial Skyline Queriesover a Line Segment" , International Conference on Database and Expert Systems Applications, Jan. 2014 |
| 2014.01 | Chih-Wei 張(Chih-Wei Chang)、陳良弼(Arbee L.P. Chen), "On the Semantic Annotation of Daily Places: A Machine, Learning Approach" - ACM International Conference on Information and Knowledge Management, Jan. 2014 |
| 2013.04 | 林王智瑞(C.J. Lin Wang)、陳良弼(Arbee L.P. Chen), “Anonymization for Multiple Released Social Network Graphs" , Pacific-Asia Conference on Knowledge Discovery and Data Mining, Apr. 2013, Gold Coast, Australia |
| 2013.01 | 莊坤翰(Kun-Han Juang)、陳良弼(Arbee L.P. Chen), "Verification of k, Coverage on Query Line Segments" - International Database Engineering & Applications Symposium, Jan. 2013 |
| 2012.01 | 葉崇安(Tsung An Yeh)、陳良弼(Arbee L.P. Chen), "Finding Leaders with Maximum Spread of Influence through Social Networks" , International Computer Symposium, Jan. 2012 |
| 2012.01 | M.F. Tsai(M.F. Tsai)、陳良弼(Arbee L.P. Chen), "Discovering leaders from social network by action cascade" , EuroSys Workshop on Social Network Systems, Jan. 2012 |
| 2012.01 | D.J. Li(D.J. Li)、陳良弼(Arbee L.P. Chen), "On Continuous Top, k Similarity Joins'' - International Conference on Data Technologies and Applications, Jan. 2012 |
| 2012.01 | 范耀中(Yao-Chung Fan)、陳良弼(Arbee L.P. Chen), "Efficient Time Series Disaggregation for Non, intrusive Appliance Load Monitoring" - IEEE International Conference on Ubiquitous Intelligence and Computing, Jan. 2012 |
| 2011.01 | W.C. Wang(W.C. Wang)、陳良弼(Arbee L.P. Chen), Dynamic Skylines Considering Range Queries , International Conference on Database Systems for Advanced Applications, Jan. 2011 |
| 2010.01 | Hui Zhu Su(Hui Zhu Su)、陳良弼(Arbee L.P. Chen), "Continuous Probabilistic Skyline Queries over Uncertain Data Streams" , International Conference on Database and Expert Systems Applications, Jan. 2010 |
| 2010.01 | 林真伊(Chen-Yi Lin)、陳良弼(Arbee L.P. Chen), "A Better Strategy of Discovering Link, Pattern Based Communities by Classical Clustering Methods" - Pacific-Asia Conference on Knowledge Discovery and Data Mining, Jan. 2010 |
| 計畫名稱 | 計畫期間 |
|---|---|
| 科技部自由型擴充加值(add-on)國際合作研究計畫 | |
| 憂鬱症之偵測與預警 106-2221-E-468 -014 -MY2 | |
| 天際線查詢之平行處理及商業應用 107-2221-E-468 -013 - | |
| 透過天際線與Top-k技術升級產品以獲取更多利潤 108-2221-E-468 -014 - |
| 獎項名稱 | 頒獎單位 |
|---|---|
| Best Paper Award | |
| Best Paper Award, 2019 ACM/SIGAPP Symposium on Applied Computing | ACM |
| Master Thesis Supervision Award | Institute of Information & Computing |
| Distinguished Engineering Professor Award | The Chinese Institute of Engineers |
| Best Dissertation Supervision Award | Acer |
| Research Fellow Award (two times) | National Science Council |
| Best Dissertation Supervision Award (three times) | Institute of Information & Computing Machinery |
| Who’s Who in the Republic of China | Government Information Office |
| Distinguished Research Award (three times) | National Science Council |
| Master Thesis Supervision Award | The Chinese Institute of Electrical |
| Distinguished Research Fellow Award | National Science Council |
| Best Dissertation Supervision Award | Taiwan Institute of Electrical and Electronic Engineering |
| 課程類別 | 課程代碼 | 課程名稱 | 年度 |
|---|---|---|---|
| 研究所博士班 | EE100003A | 資料庫系統 | 113 |
