陳良弼（Arbee L.P. Chen）
- 單位：資訊電機學院資訊工程學系
- 職稱：講座教授
- 學歷：美國南加州大學-資訊工程 博士
- 研究室/辦公室：I513
- 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) - 校內分機：1831
- 專長：資料庫與資料工程、人工智慧、大數據分析
- 電子郵件：arbee@asia.edu.tw
- Office hour：在校時程表
| 年度 | 論文名稱 |
|---|---|
| 2026 | Syauki Aulia Thamrin、陳良弼(Arbee L.P. Chen)*,Distinguishing Depression and Bipolar Disorder From Social Media Data Utilizing Intensity of Emotions and Interpretable Deep Learning Models，IEEE Transactions on Affective Computing, vol.17 no.1 pp.77-91,SCI,2026 |
| 2025 | Ruihan Sun、Jasin Wong、Eva E. Chen、陳良弼(Arbee L.P. Chen)*,Using natural language processing to analyze autistic tendencies from children's picture book narratives，MULTIMEDIA TOOLS AND APPLICATIONS,SCI,2025 |
| 2025 | Po Sheng Chen、Jasin Wong、Eva E. Chen、陳良弼(Arbee L.P. Chen)*,Detecting autism in children through drawing characteristics using the visual-motor integration test，Health Information Science and Systems,SCI,2025 |
| 2025 | Ruihan Sun、Jasin Wong、Eva E. Chen、陳良弼(Arbee L.P. Chen)*,Using Computational Models to Detect Autistic Tendencies for Children from their Story Book Narratives，MULTIMEDIA TOOLS AND APPLICATIONS,SCI,2025 |
| 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,SCI,2024 |
| 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,SCI,2024 |
| 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,SCI,2023 |
| 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,SCI,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,SCI,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,SCI,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,SCI,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,SCI,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,SCI,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,SCI,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,SCI,2022 |
| 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,SCI,2021 |
| 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,SCI,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,SCI,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,SCI,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,SCI,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,SCI,2020 |
| 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,SCI,2018 |
| 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,SCI,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 | 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,SCI,2016 |
| 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,SCI,2016 |
| 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 |
| 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,SSCI,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,SCI,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,EI,2012 |
| 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,SCI,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,SCI,2011 |
| 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,SCI,2011 |
| 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,SCI,2010 |
| 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,SCI,2010 |
| 發表日期 | 論文名稱 |
|---|---|
| 2025.08 | Y.R. Li、J. Wong、E.E. Chen、S.A. Thamrin、陳良弼(Arbee L.P. Chen),Autism Detection by Analyzing Handwriting Characteristics of Chinese Characters via Deep Learning Models - The 27th International Conference on Big Data Analytics and Knowledge Discovery,2025.08,Thailand |
| 2025.04 | S.A. Thamrin、陳良弼(Arbee L.P. Chen),Analyzing Education-Related Posts in Detecting Depression on Social Media using Topic Modeling Method and Large Language Model - International Conference on Information and Education Technology,2025.04,Fukuyama, Japan |
| 2024.12 | Y.Y. Lai、陳良弼(Arbee L.P. Chen),Using Speech Characteristics from Children’s Story Narratives to Detect Autistic Tendencies through Deep Learning Methods - IEEE International Conference on Big Data,2024.12,USA/Washington DC |
| 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,2024.06,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,2024.04,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,2023.12,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,2023.07,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,2023.03,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,2021.04,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,2021.01,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,2019.12,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,2019.07,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,2019.04,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,2017.12,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,2017.07,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,2017.05,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 2016,2016.09,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,2016.07,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,2016.05,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,2015.07,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,2015.01, |
| 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,2014.03,Gyeongju, Republic of Korea |
| 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,2014.01, |
| 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,2014.01, |
| 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,2013.04,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,2013.01, |
| 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,2012.01, |
| 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,2012.01, |
| 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,2012.01, |
| 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,2012.01, |
| 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,2011.01, |
| 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,2010.01, |
| 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,2010.01, |
| 計畫名稱 | 參與人 | 計畫期間 |
|---|---|---|
| 使用隱私感知的深度學習方法檢測憂鬱症、躁鬱症和自閉症 (114-2221-E-468 -006 -MY2) | 陳良弼(Arbee L.P. Chen) | 2025.08.01 ~ 2027.07.31 |
| 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 - | . . ~ . . | |
| 天際線查詢之平行處理及商業應用 107-2221-E-468 -013 - | . . ~ . . | |
| 憂鬱症之偵測與預警 106-2221-E-468 -014 -MY2 | . . ~ . . | |
| 科技部自由型擴充加值(add-on)國際合作研究計畫 | . . ~ . . |
| 獎項名稱 | 頒獎單位 | 獲獎日期 |
|---|---|---|
| Best Paper Award, 2019 ACM/SIGAPP Symposium on Applied Computing | ACM | 2019.04. |
| Best Paper Award | 2019.04.10 | |
| Best Dissertation Supervision Award | Taiwan Institute of Electrical and Electronic Engineering | . . |
| Distinguished Research Fellow Award | National Science Council | . . |
| Master Thesis Supervision Award | The Chinese Institute of Electrical | . . |
| Distinguished Research Award (three times) | National Science Council | . . |
| Who’s Who in the Republic of China | Government Information Office | . . |
| Best Dissertation Supervision Award (three times) | Institute of Information & Computing Machinery | . . |
| Research Fellow Award (two times) | National Science Council | . . |
| Best Dissertation Supervision Award | Acer | . . |
| Distinguished Engineering Professor Award | The Chinese Institute of Engineers | . . |
| Master Thesis Supervision Award | Institute of Information & Computing | . . |
| 課程類別 | 課程代碼 | 課程名稱 | 年度 |
|---|---|---|---|
| 大學日間部 | EE300059C | 資料庫系統概論 | 1151 |
