Academic Profile : Faculty
Dr Lin Jun
Vice Chair and Professor, Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR)
Senior Research Fellow, Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY)
Senior Research Scientist, Alibaba-NTU Singapore Joint Research Institute
Senior Researcher, China-Singapore International Joint Research Institute (CSIJRI)
Senior Research Fellow, Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly (LILY)
Senior Research Scientist, Alibaba-NTU Singapore Joint Research Institute
Senior Researcher, China-Singapore International Joint Research Institute (CSIJRI)
Email
Journal Articles
Jun Lin, Yonghui Xu, Wei Guo, Lizhen Cui, Chunyan Miao, “XIVA: An Intelligent Voice Assistant with Scalable Capabilities for Educational Metaverse,”Book Artificial Intelligence: Second CAAI International Conference, CICAI 2022, Beijing, China, August 27–28, 2022, Revised Selected Papers, Part III, pp. 559-563, Publisher: Springer Nature, DOI: 10.1007/978-3-031-20503-3_49.
Yizhan Fan, Zhenchao Tao, Jun Lin, Huanhuan Chen, “An Encoder-Decoder Network for Automatic Clinical Target Volume Target Segmentation of Cervical Cancer in CT Images”, International Journal of Crowd Science 2022, 6 (3): 111-116, Published: 09 August 2022, DOI: 10.26599/IJCS.2022.9100014.
Jun Lin, Zhiqi Shen, “HIAP: an Herbal Informatics Analytic Platform”, International Journal of Information Technology, vol. 28, issue 2, 2022. OA: http://www.intjit.org/journal/download/down.php?file=/28/2/282_2.pdf
Jun Lin, Bei Li, Lizhen Cui, Chunyan Miao, “Practices of Using Blockchain Technology in e-Learning”, in Proceedings of the 5th International Conference on Crowd Science and Engineering (ICCSE '21), October 2021, pp. 55–60, DOI: 10.1145/3503181.3503191.
Ronghua Xu, Hefeng Meng, Zhiqiang Lin, Yonghui Xu, Lizhen Cui, Jun Lin, “Credit default prediction via explainable ensemble learning”, in Proceedings of the 5th International Conference on Crowd Science and Engineering (ICCSE '21), October 2021, pp. 81–87, DOI: 10.1145/3503181.3503195.
Jun Lin, Lizhen Cui, Cyril Leung, “Blockchain Empowered Knowledge Graph for Education”, International Journal of Information Technology, vol. 27, issue. 1, 2021. OA: http://www.intjit.org/cms/journal/volume/27/1/271_1.pdf
Jun Lin, Wen Long, Anting Zhang, Yueting Chai, “Blockchain and IoT-based architecture design for intellectual property protection”, International Journal of Crowd Science, Vol. 4, Issue. 3, pp. 283-293, Publisher: TUP, September 2020, DOI: 10.1108/IJCS-03-2020-0007.
Jun Lin, Wen Long, Anting Zhang, Yueting Chai, “Using blockchain and IoT technologies to enhance intellectual property protection”, in Proceedings of the 4th International Conference on Crowd Science and Engineering, pp. 44-49, October 2019, DOI: 10.1145/3371238.3371246.
Jun Lin, Han Yu, Zhengxiang Pan, Zhiqi Shen, Lizhen Cui, “Towards data-driven software engineering skills assessment”,International Journal of Crowd Science, Publisher: TUP, pp. 123 - 135, October 2018, DOI: 10.1108/IJCS-07-2018-0014.
Jun Lin, Zhiqi Shen, Anting Zhang, Yueting Chai, “Blockchain and IoT based food traceability for smart agriculture”, in Proceedings of the 3rd International Conference on Crowd Science and Engineering (ICCSE'18), July 2018, pp. 1–6, DOI: 10.1145/3265689.3265692.
Jun Lin, Anting Zhang, Zhiqi Shen, Cyril Leung, Yueting Chai, “Blockchain and IoT based Food Traceability System”, International Journal of Information, 24 (1), pp 1-6, 2018. OA: http://www.intjit.org/journal/download/down.php?file=/24/1/241_3.pdf
Jun Lin, Zhiqi Shen, Chunyan Miao, Siyuan Liu, “Using blockchain to build trusted LoRaWAN sharing server”, International Journal of Crowd Science (Volume: 1, Issue: 3, September 2017), Publisher: TUP, pp. 270 - 280, DOI: 10.1108/IJCS-08-2017-0010.
Jun Lin, Zhiqi Shen, Chunyan Miao, “Using blockchain technology to build trust in sharing LoRaWAN IoT”, in Proceedings of the 2nd International Conference on Crowd Science and Engineering (ICCSE'17), July 2017, pp. 38–43, DOI: 10.1145/3126973.3126980.
Qiong Wu, Zhiwei Zeng, Jun Lin, Yiqiang Chen, “AI empowered context-aware smart system for medication adherence”, International Journal of Crowd Science, Publisher: Emerald Publishing Limited June 2017, Vol. 1 No. 2, pp. 102-109, DOI: 10.1108/IJCS-07-2017-0006.
Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Yiqiang Chen, Simon Fauvel, Jun Lin, Lizhen Cui, Zhengxiang Pan, Qiang Yang, “A dataset of human decision-making in teamwork management”, Scientific Data, Volume 3, Issue 160127, Nature Publishing Group (NPG), Jan. 2017, DOI:10.1038/sdata.2016.127.
Bo Huang, Lei Meng, Xiaohai Tian, Xinjia Yu, Simon Fauvel, Jun Lin, Frank Yunqing Guan, “Design of an Age-friendly E-commerce System”, International Journal of Information Technology, Vol. 23, Issue 2, 2017. OA: http://www.intjit.org/journal/download/down.php?file=/23/2/232_3.pdf
Hao Zhang, Zhiqi Shen, Jun Lin, Yiqiang Chen, Yuan Miao, “Familiarity design in exercise games for elderly”, International Journal of Information Technology, Vol. 22, Issue 2, 2016. OA: http://www.intjit.org/journal/download/down.php?file=/22/2/222_2.pdf
Jun Lin, Han Yu, Zhengxiang Pan, Zhiqi Shen, Lizhen Cui, “Towards Data-driven Software Engineering Skills Assessment”, International Journal of Crowd Science, Volume: 2, Issue: 2, October 2018, Publisher: TUP, pp. 123-135, DOI: 10.1108/IJCS-07-2018-0014.
Wenjing He, Jun Lin, Xinjia Yu, Zhiqi Shen, Chunyan Miao, “An FCM-based Personalized Affective Model for Agile Software Development”, in Proceedings of the 28th International Conference on Software Engineering & Knowledge Engineering (SEKE'16), July 2016, DOI: 10.18293/SEKE2016-121.
Han Yu, Chunyan Miao, Zhiqi Shen, Jun Lin, Cyril Leung, Qiang Yang, “Infusing human factors into algorithmic crowdsourcing”, in Proceedings of the AAAI Conference on Artificial Intelligence, Feb. 2016, 30 (2), pp 4062-4063. DOI: 10.1609/aaai.v30i2.19073.
Han Yu, Han Lin, Sufang Lim, Jun Lin, Zhiqi Shen, Chunyan Miao, “Empirical Analysis of Reputation-aware Task Delegation by Humans from a Multi-agent Game”, in Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), Bordini, Elkind, Weiss, Yolum (eds.), May, 4–8, 2015, Istanbul, Turkey. ACM DOI: 10.5555/2772879.2773386
Jun Lin, Han Yu, Chunyan Miao, Zhiqi Shen, "An Affective Agent for Studying Composite Emotions", in Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), Volume 15, Bordini, Elkind, Weiss, Yolum (eds.), May, 4–8, 2015, Istanbul, Turkey. ACM DOI: 10.5555/2772879.2773518
Jun Lin, “Human factors in agile software development”, Thesis of NTU, arXiv preprint arXiv:1502.04170, Feb. 2015, DOI: 10.48550/arXiv.1502.04170.
Jun Lin, Han Yu, Zhiqi Shen, “Identifying Talented Software Engineering Students through Data-driven Skill Assessment”, arXiv preprint arXiv:1411.6197, Nov. 2014, DOI: 10.48550/arXiv.1411.6197.
Jun Lin, Han Yu, Zhiqi Shen, “An empirical analysis of task allocation in scrum-based agile programming”, arXiv preprint arXiv:1411.6201, Nov. 2014, DOI: 10.48550/arXiv.1411.6201.
Jun Lin, Han Yu, Zhiqi Shen, Chunyan Miao, "Studying task allocation decisions of novice agile teams with data from agile project management tools", in Proceedings of the 29th ACM/IEEE international conference on Automated software engineering, September 2014, pp. 689-694, DOI: 10.1145/2642937.2642959.
Jun Lin, Han Yu, Zhiqi Shen, Chunyan Miao, “Using goal net to model user stories in agile software development”, in Proceedings of the 15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), September 2014, Publisher: IEEE, DOI: 10.1109/SNPD.2014.6888731.
Han Yu, Xinjia Yu, Su Fang Lim, Jun Lin, Zhiqi Shen, Chunyan Miao, “A multi-agent game for studying human decision-making”, in Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), May 5-9, 2014, Paris, France, pp. 1661-1662. ACM DOI: 10.5555/2615731.2616113
Ya’akov Gal, Avi Rosenfeld, Sarit Kraus, Michele Gelfand, Bo An, Jun Lin, “A new paradigm for the study of corruption in different cultures”, in Proceedings of the 7th International Conference of Social Computing, Behavioral-Cultural Modeling and Prediction, SBP 2014, Washington, DC, USA, April 1-4, 2014, pp. 261-268, Publisher: Springer International Publishing, DOI: 10.1007/978-3-319-05579-4_32.
Jun Lin, “Context-aware task allocation for distributed agile team”, in Proceedings of the 28th IEEE/ACM International Conference on Automated Software Engineering (ASE). January 2014. IEEE, pp. 758-761, DOI: 10.1109/ASE.2013.6693151.
Jun Lin, Chunyan Miao, Zhiqi Shen, Wei Sun, “Goal oriented agile unified process (goaup): An educational case study”, in Proceedings of 2013 International Conference on Software Engineering and Computer Science, September 2013, Atlantis Press, pp. 36-44, DOI: 10.2991/icsecs-13.2013.9.
Jun Lin, Zhiqi Shen, Ailiya, “An Affective Model for Inter-generational Social Games”, International Journal of Information Technology (IJIT), 19(1), 2013, Singapore Computer Society. OA: http://www.intjit.org/cms/journal/volume/19/1/191_1.pdf
Jun Lin, Chunyan Miao, Zhiqi Shen, “A FCM based approach for emotion prediction in educational game”, in Proceedings of the 7th International Conference on Computing and Convergence Technology (ICCCT 2012), Dec. 2012, IEEE, pp 980-986. OA: https://ieeexplore.ieee.org/document/6530477
You Song, Yunfeng Luo, Jun Lin, “Detection of movements of head and mouth to provide computer access for disabled”, in Proceedings of the 2011 International Conference on Technologies and Applications of Artificial Intelligence, Nov. 2011, IEEE, pp 223-226. OA: https://ieeexplore.ieee.org/document/6120748
Jun Lin, Chunyan Miao, Han Yu, “A cloud and agent based architecture design for an educational mobile sns game”, in Proceedings of Edutainment Technologies. Educational Games and Virtual Reality/Augmented Reality Applications: 6th International Conference on E-learning and Games, Edutainment 2011, Taipei, Taiwan, September 2011, Springer Berlin Heidelberg, pp 212-219. ACM DOI: 10.5555/2040452.2040498
Jun Lin, Wei Sun, “Engaging students in active learning by introducing game development into software engineering”, International Journal of Information Technology, 17(2), 2011. OA: http://www.intjit.org/cms/journal/volume/17/2/172_1.pdf
Yizhan Fan, Zhenchao Tao, Jun Lin, Huanhuan Chen, “An Encoder-Decoder Network for Automatic Clinical Target Volume Target Segmentation of Cervical Cancer in CT Images”, International Journal of Crowd Science 2022, 6 (3): 111-116, Published: 09 August 2022, DOI: 10.26599/IJCS.2022.9100014.
Jun Lin, Zhiqi Shen, “HIAP: an Herbal Informatics Analytic Platform”, International Journal of Information Technology, vol. 28, issue 2, 2022. OA: http://www.intjit.org/journal/download/down.php?file=/28/2/282_2.pdf
Jun Lin, Bei Li, Lizhen Cui, Chunyan Miao, “Practices of Using Blockchain Technology in e-Learning”, in Proceedings of the 5th International Conference on Crowd Science and Engineering (ICCSE '21), October 2021, pp. 55–60, DOI: 10.1145/3503181.3503191.
Ronghua Xu, Hefeng Meng, Zhiqiang Lin, Yonghui Xu, Lizhen Cui, Jun Lin, “Credit default prediction via explainable ensemble learning”, in Proceedings of the 5th International Conference on Crowd Science and Engineering (ICCSE '21), October 2021, pp. 81–87, DOI: 10.1145/3503181.3503195.
Jun Lin, Lizhen Cui, Cyril Leung, “Blockchain Empowered Knowledge Graph for Education”, International Journal of Information Technology, vol. 27, issue. 1, 2021. OA: http://www.intjit.org/cms/journal/volume/27/1/271_1.pdf
Jun Lin, Wen Long, Anting Zhang, Yueting Chai, “Blockchain and IoT-based architecture design for intellectual property protection”, International Journal of Crowd Science, Vol. 4, Issue. 3, pp. 283-293, Publisher: TUP, September 2020, DOI: 10.1108/IJCS-03-2020-0007.
Jun Lin, Wen Long, Anting Zhang, Yueting Chai, “Using blockchain and IoT technologies to enhance intellectual property protection”, in Proceedings of the 4th International Conference on Crowd Science and Engineering, pp. 44-49, October 2019, DOI: 10.1145/3371238.3371246.
Jun Lin, Han Yu, Zhengxiang Pan, Zhiqi Shen, Lizhen Cui, “Towards data-driven software engineering skills assessment”,International Journal of Crowd Science, Publisher: TUP, pp. 123 - 135, October 2018, DOI: 10.1108/IJCS-07-2018-0014.
Jun Lin, Zhiqi Shen, Anting Zhang, Yueting Chai, “Blockchain and IoT based food traceability for smart agriculture”, in Proceedings of the 3rd International Conference on Crowd Science and Engineering (ICCSE'18), July 2018, pp. 1–6, DOI: 10.1145/3265689.3265692.
Jun Lin, Anting Zhang, Zhiqi Shen, Cyril Leung, Yueting Chai, “Blockchain and IoT based Food Traceability System”, International Journal of Information, 24 (1), pp 1-6, 2018. OA: http://www.intjit.org/journal/download/down.php?file=/24/1/241_3.pdf
Jun Lin, Zhiqi Shen, Chunyan Miao, Siyuan Liu, “Using blockchain to build trusted LoRaWAN sharing server”, International Journal of Crowd Science (Volume: 1, Issue: 3, September 2017), Publisher: TUP, pp. 270 - 280, DOI: 10.1108/IJCS-08-2017-0010.
Jun Lin, Zhiqi Shen, Chunyan Miao, “Using blockchain technology to build trust in sharing LoRaWAN IoT”, in Proceedings of the 2nd International Conference on Crowd Science and Engineering (ICCSE'17), July 2017, pp. 38–43, DOI: 10.1145/3126973.3126980.
Qiong Wu, Zhiwei Zeng, Jun Lin, Yiqiang Chen, “AI empowered context-aware smart system for medication adherence”, International Journal of Crowd Science, Publisher: Emerald Publishing Limited June 2017, Vol. 1 No. 2, pp. 102-109, DOI: 10.1108/IJCS-07-2017-0006.
Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Yiqiang Chen, Simon Fauvel, Jun Lin, Lizhen Cui, Zhengxiang Pan, Qiang Yang, “A dataset of human decision-making in teamwork management”, Scientific Data, Volume 3, Issue 160127, Nature Publishing Group (NPG), Jan. 2017, DOI:10.1038/sdata.2016.127.
Bo Huang, Lei Meng, Xiaohai Tian, Xinjia Yu, Simon Fauvel, Jun Lin, Frank Yunqing Guan, “Design of an Age-friendly E-commerce System”, International Journal of Information Technology, Vol. 23, Issue 2, 2017. OA: http://www.intjit.org/journal/download/down.php?file=/23/2/232_3.pdf
Hao Zhang, Zhiqi Shen, Jun Lin, Yiqiang Chen, Yuan Miao, “Familiarity design in exercise games for elderly”, International Journal of Information Technology, Vol. 22, Issue 2, 2016. OA: http://www.intjit.org/journal/download/down.php?file=/22/2/222_2.pdf
Jun Lin, Han Yu, Zhengxiang Pan, Zhiqi Shen, Lizhen Cui, “Towards Data-driven Software Engineering Skills Assessment”, International Journal of Crowd Science, Volume: 2, Issue: 2, October 2018, Publisher: TUP, pp. 123-135, DOI: 10.1108/IJCS-07-2018-0014.
Wenjing He, Jun Lin, Xinjia Yu, Zhiqi Shen, Chunyan Miao, “An FCM-based Personalized Affective Model for Agile Software Development”, in Proceedings of the 28th International Conference on Software Engineering & Knowledge Engineering (SEKE'16), July 2016, DOI: 10.18293/SEKE2016-121.
Han Yu, Chunyan Miao, Zhiqi Shen, Jun Lin, Cyril Leung, Qiang Yang, “Infusing human factors into algorithmic crowdsourcing”, in Proceedings of the AAAI Conference on Artificial Intelligence, Feb. 2016, 30 (2), pp 4062-4063. DOI: 10.1609/aaai.v30i2.19073.
Han Yu, Han Lin, Sufang Lim, Jun Lin, Zhiqi Shen, Chunyan Miao, “Empirical Analysis of Reputation-aware Task Delegation by Humans from a Multi-agent Game”, in Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), Bordini, Elkind, Weiss, Yolum (eds.), May, 4–8, 2015, Istanbul, Turkey. ACM DOI: 10.5555/2772879.2773386
Jun Lin, Han Yu, Chunyan Miao, Zhiqi Shen, "An Affective Agent for Studying Composite Emotions", in Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), Volume 15, Bordini, Elkind, Weiss, Yolum (eds.), May, 4–8, 2015, Istanbul, Turkey. ACM DOI: 10.5555/2772879.2773518
Jun Lin, “Human factors in agile software development”, Thesis of NTU, arXiv preprint arXiv:1502.04170, Feb. 2015, DOI: 10.48550/arXiv.1502.04170.
Jun Lin, Han Yu, Zhiqi Shen, “Identifying Talented Software Engineering Students through Data-driven Skill Assessment”, arXiv preprint arXiv:1411.6197, Nov. 2014, DOI: 10.48550/arXiv.1411.6197.
Jun Lin, Han Yu, Zhiqi Shen, “An empirical analysis of task allocation in scrum-based agile programming”, arXiv preprint arXiv:1411.6201, Nov. 2014, DOI: 10.48550/arXiv.1411.6201.
Jun Lin, Han Yu, Zhiqi Shen, Chunyan Miao, "Studying task allocation decisions of novice agile teams with data from agile project management tools", in Proceedings of the 29th ACM/IEEE international conference on Automated software engineering, September 2014, pp. 689-694, DOI: 10.1145/2642937.2642959.
Jun Lin, Han Yu, Zhiqi Shen, Chunyan Miao, “Using goal net to model user stories in agile software development”, in Proceedings of the 15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), September 2014, Publisher: IEEE, DOI: 10.1109/SNPD.2014.6888731.
Han Yu, Xinjia Yu, Su Fang Lim, Jun Lin, Zhiqi Shen, Chunyan Miao, “A multi-agent game for studying human decision-making”, in Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014), May 5-9, 2014, Paris, France, pp. 1661-1662. ACM DOI: 10.5555/2615731.2616113
Ya’akov Gal, Avi Rosenfeld, Sarit Kraus, Michele Gelfand, Bo An, Jun Lin, “A new paradigm for the study of corruption in different cultures”, in Proceedings of the 7th International Conference of Social Computing, Behavioral-Cultural Modeling and Prediction, SBP 2014, Washington, DC, USA, April 1-4, 2014, pp. 261-268, Publisher: Springer International Publishing, DOI: 10.1007/978-3-319-05579-4_32.
Jun Lin, “Context-aware task allocation for distributed agile team”, in Proceedings of the 28th IEEE/ACM International Conference on Automated Software Engineering (ASE). January 2014. IEEE, pp. 758-761, DOI: 10.1109/ASE.2013.6693151.
Jun Lin, Chunyan Miao, Zhiqi Shen, Wei Sun, “Goal oriented agile unified process (goaup): An educational case study”, in Proceedings of 2013 International Conference on Software Engineering and Computer Science, September 2013, Atlantis Press, pp. 36-44, DOI: 10.2991/icsecs-13.2013.9.
Jun Lin, Zhiqi Shen, Ailiya, “An Affective Model for Inter-generational Social Games”, International Journal of Information Technology (IJIT), 19(1), 2013, Singapore Computer Society. OA: http://www.intjit.org/cms/journal/volume/19/1/191_1.pdf
Jun Lin, Chunyan Miao, Zhiqi Shen, “A FCM based approach for emotion prediction in educational game”, in Proceedings of the 7th International Conference on Computing and Convergence Technology (ICCCT 2012), Dec. 2012, IEEE, pp 980-986. OA: https://ieeexplore.ieee.org/document/6530477
You Song, Yunfeng Luo, Jun Lin, “Detection of movements of head and mouth to provide computer access for disabled”, in Proceedings of the 2011 International Conference on Technologies and Applications of Artificial Intelligence, Nov. 2011, IEEE, pp 223-226. OA: https://ieeexplore.ieee.org/document/6120748
Jun Lin, Chunyan Miao, Han Yu, “A cloud and agent based architecture design for an educational mobile sns game”, in Proceedings of Edutainment Technologies. Educational Games and Virtual Reality/Augmented Reality Applications: 6th International Conference on E-learning and Games, Edutainment 2011, Taipei, Taiwan, September 2011, Springer Berlin Heidelberg, pp 212-219. ACM DOI: 10.5555/2040452.2040498
Jun Lin, Wei Sun, “Engaging students in active learning by introducing game development into software engineering”, International Journal of Information Technology, 17(2), 2011. OA: http://www.intjit.org/cms/journal/volume/17/2/172_1.pdf