成果

Representative Publications

  • J. Chen, X. Zhou and Q. Jin, “Gradually adaptive recommendation based on semantic mapping of users’ interest correlations,” International Journal of Communication Systems (Wiley), Volume 29, Issue 2, pp. 341–361, 25 Jan. 2016.
  • J. Chen, X. Zhou and Q. Jin, “Recommendation of Optimized Information Seeking Process Based on the Similarity of User Access Behavior Patterns,” Personal and Ubiquitous Computing (Springer), Volume 17, Issue 8, pp. 1671-1681, Dec. 2013. http://dx.doi.org/10.1007/s00779-012-0601-7 (2013).

Publications (2003 – )

2023

  • J. Wang, J. Chen and Q. Jin, “Experimental Design and Validation of i-Comments for Online Learning Support, ” 25th International Conference on Human-Computer Interaction, Copenhagen, Denmark, 23-28 July 2023. (To be appeared)

2022

  • J. Wang, J. Chen and Q. Jin, “i-Comments: On-screen Individualized Comments for Online Learning Support,” 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Falerna, Italy, 2022, pp. 1-5, doi: 10.1109/DASC/PiCom/CBDCom/Cy55231.2022.9927911.
  • 陳健,”オンデマンド教育におけるプロセスフィードバックと学習効率の関係に関する考察,” 日本高等教育学会第25回大会, Online, pp. 78-81, 2022年5月28日-29日.

2021

  • J. Zhang, Y. Zhang, J. Chen,”Chinese medical pulse recognition by path feature classification of optimized reinforcement learning,” Journal of Computer Applications, Volume 41, Issue 11, pp. 3402-3408, Nov. 10, 2021. DOI:10.11772/j.issn.1001-9081.2021010008
  • Y.F. Feng, Y. Zhang, J. Chen,”Research on video resource user type identification based on improved deep belief network,” Modern Electronic Technology, Volume 44, Issue 588(13), pp. 50-54, Jul. 1th, 2021.
  • Y.W. Feng, Y.Q. Zhang, J. Chen, “Improved Particle Swarm Optimization Algorithm on Selecting Micro-learning Unit Feature,” Journal of Chinese Computer Systems, Volume 42, Issue 4, pp. 748-754, Apr. 8, 2021.
  • T. Liu, J. Chen, Y. Xhang, L. Wang, “Study of Pointwise Mutual Information Criterion on Causal Association Discovery of Microlearning Units,” Journal of Chinese Computer Systems, Volume 42, Issue 1, pp. 52-59. Jan. 10, 2021.

2019

  • G. Wang, Y. Zhang, J. Chen, ” Research on Content Similarity in Weibo Community Discovery Method,” Journal of Taiyuan University of Technology, Volume 50, Issue 3, pp. 374-379, May. 2019.
  • Z. Zhao, J. Chen, Y. Zhang, “Research on User’s Reading Interest Model Based on Emotional Space ,” Computer Engineering,  Volume 45, Issue 1, pp. 308-314, Jan. 2019.

2018

  • J. Yue, Y. Zhang, J. Chen, “Research and Implementation of Micro-learning Unit Clustering,” Journal of Taiyuan University of Technology, 2018. to be appeared.
  • L. Ding, Y. Zhang, J. Chen, “Hierarchical Clustering for Micro-learning Units Based on Discovering Cluster Center by LDA,” Proc. ITME2018 (The 9th IEEE International Conference on IT in Medicine and Education), DOI Bookmark:10.1109/ITME.2018.00119, Vol.1, pp. 512-516, Hangzhou, China (Oct. 19-21, 2018).
    H. Shen, T. Liu, Y. Zhang and J. Chen, “Discovery of Association Rule of Learning Action Based on Bayesian Network,” Proc. ITME2018 (The 9th IEEE International Conference on IT in Medicine and Education),  DOI Bookmark:10.1109/ITME.2018.00119, Vol.1, pp. 466-470, Hangzhou, China (Oct. 19-21, 2018).
  • Y. Chen, X. Wang, D. Yu, Y. Yang and J. Chen, “Localizing Access Point Through Simple Gesture,”  IEEE Access, vol. 6, pp. 38870-38880, 2018.
  • Q. Zhao, J. Chen, Y. Zhang, “Personalized Micro-learning Recommendation Based on Gradually Adaptive Ant Colony Optimization Algorithm,” Computer Engineering, Volume 44, Issue 2, pp. 238–243, 276, Feb. 15, 2018.

2016

  • Q. Zhao, Y. Zhang and J. Chen, “An Improved Ant Colony Optimization Algorithm for Recommendation of Micro-Learning Path,” 2016 IEEE International Conference on Computer and Information Technology (CIT), Nadi, 2016, pp. 190-196.
    doi: 10.1109/CIT.2016.47
  • J. Chen, X. Zhou and Q. Jin, “Gradually adaptive recommendation based on semantic mapping of users’ interest correlations,” International Journal of Communication Systems (Wiley), Volume 29, Issue 2, pp. 341–361, 25 Jan. 2016.

2015

  • J. Chen, Y. Zhang, J. Sun, Y. Chen, F. Lin and Q. Jin, “Personalized Micro-Learning Support Based on Process Mining,” Proc. ITME2015 (The 7th IEEE International Conference on IT in Medicine and Education), Huangshan, China (Nov. 13-15, 2015).

2014

  • X. Zhou, J. Chen, B. Wu and Q. Jin, “Discovery of Action Patterns and User Correlations in Task-Oriented Processes for Goal-Driven Learning Recommendation,” Special Issue on Social Computing and Social Knowledge for e-Learning, IEEE Transactions on Learning Technologies，Volume 7, Issue 3, pp. 231-245, 2014.
  • Q. Jin, X. Zhou, B. Wu, J. Chen, J. Pan and W. Zheng, “Process-Focused Social Learning Analytics Based on Personal Big Data for Cross-MOOCs Open Environments” (Poster), Intel‐CSU Transparent Computing and Big Data Summit, Changsha, China (July 1-2, 2014).
  • J. Wen, J. Ma, R. Huang, Q. Jin, J. Chen, B. Huang and N. Zhong, “A malicious behavior analysis based Cyber-I birth,” Journal of Intelligent Manufacturing (Springer), Volume 25, Issue 1, pp. 147-155, http://dx.doi.org/10.1007/s10845-012-0681-2 (February 2014).

2013

  • J. Chen, X. Zhou and Q. Jin, “Recommendation of Optimized Information Seeking Process Based on the Similarity of User Access Behavior Patterns,” Personal and Ubiquitous Computing (Springer), Volume 17, Issue 8, pp. 1671-1681, Dec. 2013. http://dx.doi.org/10.1007/s00779-012-0601-7 (2013).
  • X. Zhou, J. Chen and Q. Jin, “Discovery of Action Patterns in a Task-oriented Learning Process,” Lecture Notes in Computer Science (Springer), Vol.8167, Proc. ICWL2013 (The 12th International Conference on Web-based Learning), pp.121-130, Kenting, Taiwan (Oct. 6-9 2013).
  • J. Chen, J. Yamazaki, D. Yoshino, Y. Takahashi, Y. Tanno, Y. Abe, H. Tokura, J. Iwase, H. Fukuhara, T. Saburi, R. Fujita and T. Hayashi, “Semantic-Addressable Messaging Network Based on Event Ontology for Sensor and Controller Network,” Proc. SICE 2013, Nagoya, Japan (Sep. 14-17, 2013).
  • T. Hayashi, H. Fukuhara, Y. Abe, M. Hisada, J. Yamazaki, H. Tokura, D. Yoshino, J. Chen, Y. Takahashi, Y. Tanno, T. Saburi, R. Fujita, T. Miyazaki and J. Iwase, “A Network-Centric Approach to Sensor-Network for Smart Grid,” Proc. SICE 2013, Nagoya, Japan (Sep. 14-17, 2013).
  • J. Wang, Z. Cheng, P. Li, J. Chen and Y. Zhou, “Design of a Best Load Balancing Method for Anti-disaster Mobile Mesh Communication Networks,” Proc. IEEE MS2013, Santa Clara Marriott, CA, USA (JUN. 27-JUL. 2, 2013).
  • 山崎 治郎, 陳 健, 吉野 大志, 高橋 友一, 丹野 嘉信, 阿部 泰裕, 戸倉 一, 福原 英之, 佐分利 徹, 藤田 龍太郎, 林 隆史, “メッセージングネットワークのスマートグリッドへの応用に向けて,” 電子情報通信学研究会, 機会振興会館, 東京 (Feb, 14-15, 2013).

2012

  • J. Chen, X. Zhou and Q. Jin, “User-Centric Integrated Recommendation by Gradual Adaptation Based on Focus of Interests and It’s Transition,” Proc. CIT2012 (The 12th IEEE International Conference on Computer and Information Technology), Chengdu, China (Oct. 27-29, 2012).
  • X. Zhou, J. Chen, Q. Jin and T.K. Shih, “Learning Activity Sharing and Individualized Recommendation Based on Dynamical Correlation Discovery,” Lecture Notes in Computer Science (Springer), Vol. 7558, Proc. ICWL2012 (The 11th International Conference on Web-based Learning), pp. 200-206, Sinaia, Romania (Sep. 2-4, 2012).
  • X. Zhou, J. Chen, Q. Jin and T.K. Shih, “Organic Stream: Meaningfully Organized Social Stream for Individualized Information Seeking and Knowledge Mining,” Proc. U-Media2012 (The 5th IET International Conference on Ubi- Media Computing), Xining, China (Aug. 16-18, 2012, Best Paper Award).
  • J. Chen, Q. Jin and R. Huang, “Goal-Driven Process Navigation for Individualized Learning Activities in Ubiquitous Networking and IoT Environments,” Journal of Universal Computer Science, Vol.18, No.9, pp. 1132-1151 (May 2012).
  • J. Chen and Q. Jin, “Goal-Driven Navigation of Optimized Information Seeking Process Based on Similarity of User Access Behavior Patterns,” Proc. AIM2012 (The 2012 FTRA International Conference on Advanced IT, engineering and Management), Seoul, Korea (Feb. 6-8, 2012, Best Paper Award).

2011

  • H. Man, H. Chen, J. Chen, X. Zhou, Y. Wu and Q. Jin, “Enabling Open Learning Process with Learning Activity Streams: Model, Metaphor and Specification,” Lecture Notes in Computer Science (Springer), Vol.7048, Proc. ICWL2011 (The 10th International Conference on Web-based Learning), Hong Kong, China (Dec. 8-10, 2011).
  • J. Chen, H. Man, Q. Jin and R. Huang, “Goal-Driven Navigation for Learning Activities Based on Process Optimization,” Proc. IEEE CPSCom2011 (The 4th IEEE International Conferences on Cyber, Physical and Social Computing), Dalian, China (Oct. 19-22, 2011).

2010

  • J. Chen, H. Man, N.Y. Yen, Q. Jin and T.K. Shih, “Dynamic Navigation for Personalized Learning Activities Based on Gradual Adaption Recommendation Model,” Lecture Notes in Computer Science (Springer), Vol.6483, Proc. ICWL2010 (The 9th International Conference on Web-based Learning), pp. 31-40, Shanghai, China (Dec. 8-10, 2010).
  • J. Chen, Q. Jin, J. Ma and R. Huang, “An Integrated Framework to Assist Personalized Learning Based on Gradual Adaption Recommendation Model,” Proc. ITHET2010 (The 9th International Conference on Information Technology Based Higher Education and Training, IEEE Computer Society Press), Cappadocia, Turkey (April 29 – May 1, 2010).

2009

  • J. Chen, R.Y. Shtykh and Q. Jin, “A Web Recommender System Based on Dynamic Sampling of User Information Access Behaviors,” Proc. CIT2009 (IEEE 9th International Conference on Computer and Information Technology, IEEE Computer Society Press), pp. 172-177, Xiamen, China (Oct. 11-14, 2009).
  • J. Chen, R.Y. Shtykh and Q. Jin, “Gradual Adaption Model for Information Recommendation Based on User Access Behavior,” International Journal on Advances in Intelligent Systems (IARIA), Vol.2, No.1, pp.192-202 (May 2009).
  • J. Chen, R.Y. Shtykh and Q. Jin, “An Information Recommendation Model Based on Concept Classes Extracted from Wikipedia Categories,” 第20回セマンティックウェブとオントロジー研究会：Wikipediaワークショップ論文集，東京（2009年1月22日）．

2008

  • J. Chen, R.Y. Shtykh, Q. Jin, “Gradual Adaption Model for Estimation of User Information Access Behavior,” Proc. ICSNC2008 (3rd International Conference on Systems and Networks Communications)/I-CENTRIC 2008 (International Conference on Advances in Human-Oriented and Personalized Mechanisms, Technologies, and Services, IEEE Computer Society Press), pp.378-383, Sliema, Malta (Oct. 26-31, 2008, Best Paper Award).
  • R.Y. Shtykh, J. Chen, and Q. Jin, “Slide-Film Interface: Overcoming Small Screen Limitations in Mobile Web Search,” Lecture Notes in Computer Science (Springer), Vol. 4956 (Proc. ECIR2008, 30th European Conference on Information Retrieval), pp. 622-626, Glasgow, Scotland (Mar. 30 – Apr. 3, 2008).
  • 陳（健），シュティフ，金, “利用者の情報アクセス行動を推定する逐次適応モデル”，DBS/GN/BCC2008合同研究発表会論文集（2008年1月）。

2007

  • シュティフ，陳（健），金, “モバイル検索のためのスクロールなしのインタフェース”（ポジションペーパー）， グループウェアとネットワークサービスワークショップ2007論文集（2007年11月）。

2006

  • 陳（健），金, “Wikiの普及と個性化の保持”（ポジションペーパー）， グループウェアとネットワークサービスワークショップ2006論文集（2006年11月）。

2003

  • J. Chen and Q. Jin, “Learner-Centered Collaborative Learning Support with Peer-to-Peer Technology,” Proc. GCCCE2003, Nanjing, China (Dec. 2003, First Prize Award).