Yang, Jack Dr

Member Of

• IEEE Member 2018 -

Selected Publications

• Journal Article

  Year	Title
  2020	Necessary and Sufficient Conditions for Expressing Quadratic Rational Bézier Curves Published In Frontiers in Physics Volume 8 Altmetric
  2020	Sparse least squares support vector machine with adaptive kernel parameters Published In International Journal of Computational Intelligence Systems Volume 13 Pages 212 - 222 Altmetric
  2019	An alternating least square based algorithm for predicting patient survivability Published In Communications in Computer and Information Science Volume 996 Pages 305 - 317 Altmetric
  2019	Characteristics of Chinese Online Movie Reviews and Opinion Leadership Identification Published In International Journal of Human-Computer Interaction Volume Online First Pages 1 - 16 ISSN 1044-7318 Altmetric
  2019	Compressive sensing-enhanced feature selection and its application in travel mode choice prediction Published In Applied Soft Computing Volume 75 Pages 537 - 547 ISSN 1568-4946 Altmetric
  2019	Feed-forward neural network training using sparse representation Published In Expert Systems with Applications Volume 116 Pages 255 - 264 ISSN 0957-4174 Altmetric
  2019	Global transcreators and the extension of the Korean webtoon IP-engine Published In Media Culture and Society Pages 1 - 18 ISSN 0163-4437 Altmetric
  2019	Privacy and app use in Australian primary schools: insights into school-based Internet governance Published In Media International Australia Incorporating Culture and Policy: quarterly journal of media research and resources Volume Online First Pages 1 - 12 ISSN 1329-878X Altmetric
  2019	Usage profiling from mobile applications: A case study of online activity for Australian primary schools Published In Knowledge-Based Systems Altmetric
  2019	Working the system: Development of a system model of technology integration to inform learning task design Published In British Journal of Educational Technology Volume 50 Pages 326 - 341 ISSN 0007-1013 Altmetric
  2018	App clusters: Exploring patterns of multiple app use in primary learning contexts Published In Computers and Education Volume 127 Pages 154 - 164 ISSN 0360-1315 Altmetric
  2018	Breast cancer data analysis for survivability studies and prediction Published In Computer Methods and Programs in Biomedicine Volume 155 Pages 199 - 208 ISSN 0169-2607 Altmetric
  2018	Comparison study on development path for small and medium-sized enterprises E-commerce using complex fuzzy sets Published In International Journal of Computational Intelligence Systems Volume 11 Pages 716 - 724 ISSN 1875-6883 Altmetric
  2018	Development and evaluation of an MRE-based absorber with two individually controllable natural frequencies Published In Smart Materials and Structures Volume 27 Pages 095002-1 - 095002-9 ISSN 0964-1726 Altmetric
  2017	Data mining in educational technology classroom research: Can it make a contribution? Published In Computers and Education Volume 113 Pages 226 - 242 ISSN 0360-1315 Altmetric
  2017	Development of an MR seat suspension with self-powered generation capability Published In Smart Materials and Structures Volume 26 Pages 085025-1 - 085025-15 ISSN 0964-1726 Altmetric
  2017	Examining the Effects of Transport Policy on Modal Shift from Private Car to Public Bus Published In Procedia Engineering Volume 180 Pages 1413 - 1422 Altmetric
  2017	Supply chain downstream strategic cost evaluation using L-COPRAS method in cross-border E-commerce Published In International Journal of Computational Intelligence Systems Volume 10 Pages 815 - 823 ISSN 1875-6883 Altmetric
  2016	A hybrid gene expression programming algorithm based on orthogonal design Published In International Journal of Computational Intelligence Systems Volume 9 Pages 778 - 787 ISSN 1875-6883 Altmetric
  2016	A structure optimization framework for feed-forward neural networks using sparse representation Published In Knowledge-Based Systems Volume 109 Pages 61 - 70 ISSN 0950-7051 Altmetric
  2016	Mining Chinese social media UGC: a big‑data framework for analyzing Douban movie reviews Published In Journal of Big Data Volume 3 Pages 1 - 23 Altmetric
  2016	Student rules: exploring patterns of students' computer-efficacy and engagement with digital technologies in learning Published In Computers and Education Volume 101 Pages 29 - 42 ISSN 0360-1315 Altmetric
  2016	The Douban online social media barometer and the Chinese reception of Korean popular culture flows Published In Participations: journal of audience and reception studies Volume 13 Pages 114 - 138 ISSN 1749-8716
  2016	The impact of electronic health records on risk management of information systems in Australian residential aged care homes Published In Journal of Medical Systems Volume 40 Pages 204-1 - 204-7 ISSN 0148-5598 Altmetric

• Chapter

  Year	Title
  2019	Chinese Transcreators, Webtoons and the Korean Digital Wave Published In Digital Transactions in Asia: Economic, Informational, and Social Exchanges Publisher London: Routledge Pages 224 - 241 ISBN 9781138353961
  2019	The paradox of opinion leadership and recommendation culture in Chinese online movie reviews Published In Big data recommender systems: Recent trends and advances Publisher London: Institution of Engineering and Technology Pages 293 - 315 ISBN 9781785615016
  2016	A structure optimization algorithm of neural networks for pattern learning from educational data Published In Artificial Neural Network Modelling Publisher Switzerland: Springer International Publishing Pages 67 - 82 ISBN 9783319284934 Altmetric
  2015	Marketing bait (2012) using SMART data to identify e-guanxi among china’s ‘Internet Aborigines’ Published In Film Marketing into the Twenty-First Century Publisher London United Kingdom: British Film Institute - Palgrave Pages 132 - 146
  2014	Compressive sensing for multipolarization through-the-wall radar imaging Published In Compressive Sensing for Urban Radar Publisher CRC Press Pages 231 - 250 Altmetric
  2009	A new approach to sparse image representation using MMV and K-SVD Published In Advanced concepts for intelligent vision systems : ACIVS 2009 Publisher Berlin, Germany: Springer Pages 200 - 209 Altmetric

• Conference Paper

  Year	Title
  2019	A clustering algorithm based on fuzzy sets and its application in learning analytics Published In IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 1 - 6 Altmetric
  2019	Seeing the wood for the trees: Insights into the complexity of developing pre-service teachers’ digital competencies for future teaching Published In ASCILITE 2019 - Conference Proceedings - 36th International Conference of Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education: Personalised Learning. Diverse Goals. One Heart. Pages 441 - 446
  2019	Using Data Mining and Machine Learning Approaches to Observe Technology-Enhanced Learning Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018 Pages 788 - 793 Altmetric
  2018	Online opinion leadership in China's digital army: Proposals for an empirical study of Douban Published In ACM International Conference Proceeding Series Pages 1 - 4 Altmetric
  2017	A big data analytic framework for investigating streaming educational data Published In Australasian Computer Science Week 2017 Pages 1 - 4 Altmetric
  2017	Investigating live streaming data for student behaviour modelling Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 434 - 439 Altmetric
  2017	Using complex fuzzy sets for strategic cost evaluation in supply chain downstream Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 440 - 445 Altmetric
  2016	A conceptual model for clustering local government areas using complex fuzzy sets Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016 Pages 2020 - 2026 Altmetric
  2016	Big Data, Big Theory: Moving beyond new empiricism to generate powerful explanations Published In 3rd ISA Forum of Sociology: Book of Abstracts Page p. 316
  2016	Exploring technology integration in education using fuzzy representation and feature selection Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016 Pages 1288 - 1293 Altmetric
  2016	Social media analysis on evaluating organizational performance: a railway service management Published In 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing (DataCom 2016) Pages 835 - 841 Altmetric
  2015	A big-data processing framework for uncertainties in transportation data Published In IEEE International Conference on Fuzzy Systems (FuzzIEEEE 2015) Pages 1 - 6 Altmetric
  2015	Mining a system: The use of data mining and system dynamics to explore technology integration Published In EARLI 2015 Book of Abstracts Pages 380 - 381
  2014	A sparsity-based training algorithm for least squares SVM Published In IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) Pages 345 - 350 Altmetric
  2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 956 - 961 Altmetric
  2011	Multiple-measurement vector model and its application to through-the-wall radar imaging Published In Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Pages 2672 - 2675 Altmetric
  2010	A particle swarm optimization algorithm based on orthogonal design Published In IEEE World Congress on Computational Intelligence Pages 593 - 599 Altmetric
  2010	A training algorithm for sparse LS-SVM using compressive sampling Published In IEEE International Conference on Acoustics, Speech, and Signal Processing Pages 2054 - 2057 Altmetric
  2010	Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task Published In IEEE World Congress on Computational Intelligence Pages 1607 - 1614 Altmetric
  2010	Multi-view through-the-wall radar imaging using compressed sensing Published In 18th European Signal Processing Conference, EUSIPCO 2010 Pages 1429 - 1433
  2009	A neural network pruning approach based on compressive sampling Published In International Joint Conference on Neural Networks 2009 Pages 3428 - 3435 Altmetric
  2009	Dynamic supplying desired web service for e-business Published In Second International Symposium on Electronic Commerce and Security, 2009. ISECS '09 Pages 369 - 373 Altmetric

Investigator On

Year	Title
2018 - 2020	Mobile Webtoons: Creative Innovation in a New Digital Economy Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects

Other Research Activities

• AI for Decision Making Initiative, Defence Innovation Network Chief Investigator 2020
• Global Challenges Program - Keystone Funding, People with dementia can be Included & Enabled through social Connections, Environments & Services (PIECES) Chief Investigator 2019 - 2020
• Educational Strategies Development Fund (ESDF) Grants, 2018, University of Wollongong Chief Investigator 2018 - 2019
•  

Impact Story

Teaching Activities

• CSIT321: Annual Project Subject Coordinator 2019 -
• ISIT332 Business Process Management Lecturer 2020
• ISIT219 - Knowledge and Information Engineering Lecturer 2019 - 2020
• CSCI851/CSCI251 - Advanced Programming Lecturer 2019
• ISIT306 - Strategic eBusiness Solutions Lecturer 2019

Advisees

• Graduate Advising Relationship

  Degree	Research Title	Advisee
  Doctor of Philosophy (Integrated)	SCIT: School of Computing and Information Technology
  Doctor of Philosophy (Integrated)	Prediction on Cancer: An approach on data analysis	Hu, Minot

Keywords

• Big data analysis; Machine Learning; Text Mining; Social Network analysis;

Orcid Id

• http://orcid.org/0000-0003-1317-8142 (pending confirmation)

Research Areas

• 0801 - ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING
• 080105 - EXPERT SYSTEMS
• 080107 - NATURAL LANGUAGE PROCESSING
• 080108 - NEURAL, EVOLUTIONARY AND FUZZY COMPUTATION
• 080109 - PATTERN RECOGNITION AND DATA MINING

Member Of

• IEEE Member 2018 -

Selected Publications

• Journal Article

  Year	Title
  2020	Necessary and Sufficient Conditions for Expressing Quadratic Rational Bézier Curves Published In Frontiers in Physics Volume 8 Altmetric
  2020	Sparse least squares support vector machine with adaptive kernel parameters Published In International Journal of Computational Intelligence Systems Volume 13 Pages 212 - 222 Altmetric
  2019	An alternating least square based algorithm for predicting patient survivability Published In Communications in Computer and Information Science Volume 996 Pages 305 - 317 Altmetric
  2019	Characteristics of Chinese Online Movie Reviews and Opinion Leadership Identification Published In International Journal of Human-Computer Interaction Volume Online First Pages 1 - 16 ISSN 1044-7318 Altmetric
  2019	Compressive sensing-enhanced feature selection and its application in travel mode choice prediction Published In Applied Soft Computing Volume 75 Pages 537 - 547 ISSN 1568-4946 Altmetric
  2019	Feed-forward neural network training using sparse representation Published In Expert Systems with Applications Volume 116 Pages 255 - 264 ISSN 0957-4174 Altmetric
  2019	Global transcreators and the extension of the Korean webtoon IP-engine Published In Media Culture and Society Pages 1 - 18 ISSN 0163-4437 Altmetric
  2019	Privacy and app use in Australian primary schools: insights into school-based Internet governance Published In Media International Australia Incorporating Culture and Policy: quarterly journal of media research and resources Volume Online First Pages 1 - 12 ISSN 1329-878X Altmetric
  2019	Usage profiling from mobile applications: A case study of online activity for Australian primary schools Published In Knowledge-Based Systems Altmetric
  2019	Working the system: Development of a system model of technology integration to inform learning task design Published In British Journal of Educational Technology Volume 50 Pages 326 - 341 ISSN 0007-1013 Altmetric
  2018	App clusters: Exploring patterns of multiple app use in primary learning contexts Published In Computers and Education Volume 127 Pages 154 - 164 ISSN 0360-1315 Altmetric
  2018	Breast cancer data analysis for survivability studies and prediction Published In Computer Methods and Programs in Biomedicine Volume 155 Pages 199 - 208 ISSN 0169-2607 Altmetric
  2018	Comparison study on development path for small and medium-sized enterprises E-commerce using complex fuzzy sets Published In International Journal of Computational Intelligence Systems Volume 11 Pages 716 - 724 ISSN 1875-6883 Altmetric
  2018	Development and evaluation of an MRE-based absorber with two individually controllable natural frequencies Published In Smart Materials and Structures Volume 27 Pages 095002-1 - 095002-9 ISSN 0964-1726 Altmetric
  2017	Data mining in educational technology classroom research: Can it make a contribution? Published In Computers and Education Volume 113 Pages 226 - 242 ISSN 0360-1315 Altmetric
  2017	Development of an MR seat suspension with self-powered generation capability Published In Smart Materials and Structures Volume 26 Pages 085025-1 - 085025-15 ISSN 0964-1726 Altmetric
  2017	Examining the Effects of Transport Policy on Modal Shift from Private Car to Public Bus Published In Procedia Engineering Volume 180 Pages 1413 - 1422 Altmetric
  2017	Supply chain downstream strategic cost evaluation using L-COPRAS method in cross-border E-commerce Published In International Journal of Computational Intelligence Systems Volume 10 Pages 815 - 823 ISSN 1875-6883 Altmetric
  2016	A hybrid gene expression programming algorithm based on orthogonal design Published In International Journal of Computational Intelligence Systems Volume 9 Pages 778 - 787 ISSN 1875-6883 Altmetric
  2016	A structure optimization framework for feed-forward neural networks using sparse representation Published In Knowledge-Based Systems Volume 109 Pages 61 - 70 ISSN 0950-7051 Altmetric
  2016	Mining Chinese social media UGC: a big‑data framework for analyzing Douban movie reviews Published In Journal of Big Data Volume 3 Pages 1 - 23 Altmetric
  2016	Student rules: exploring patterns of students' computer-efficacy and engagement with digital technologies in learning Published In Computers and Education Volume 101 Pages 29 - 42 ISSN 0360-1315 Altmetric
  2016	The Douban online social media barometer and the Chinese reception of Korean popular culture flows Published In Participations: journal of audience and reception studies Volume 13 Pages 114 - 138 ISSN 1749-8716
  2016	The impact of electronic health records on risk management of information systems in Australian residential aged care homes Published In Journal of Medical Systems Volume 40 Pages 204-1 - 204-7 ISSN 0148-5598 Altmetric

• Chapter

  Year	Title
  2019	Chinese Transcreators, Webtoons and the Korean Digital Wave Published In Digital Transactions in Asia: Economic, Informational, and Social Exchanges Publisher London: Routledge Pages 224 - 241 ISBN 9781138353961
  2019	The paradox of opinion leadership and recommendation culture in Chinese online movie reviews Published In Big data recommender systems: Recent trends and advances Publisher London: Institution of Engineering and Technology Pages 293 - 315 ISBN 9781785615016
  2016	A structure optimization algorithm of neural networks for pattern learning from educational data Published In Artificial Neural Network Modelling Publisher Switzerland: Springer International Publishing Pages 67 - 82 ISBN 9783319284934 Altmetric
  2015	Marketing bait (2012) using SMART data to identify e-guanxi among china’s ‘Internet Aborigines’ Published In Film Marketing into the Twenty-First Century Publisher London United Kingdom: British Film Institute - Palgrave Pages 132 - 146
  2014	Compressive sensing for multipolarization through-the-wall radar imaging Published In Compressive Sensing for Urban Radar Publisher CRC Press Pages 231 - 250 Altmetric
  2009	A new approach to sparse image representation using MMV and K-SVD Published In Advanced concepts for intelligent vision systems : ACIVS 2009 Publisher Berlin, Germany: Springer Pages 200 - 209 Altmetric

• Conference Paper

  Year	Title
  2019	A clustering algorithm based on fuzzy sets and its application in learning analytics Published In IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 1 - 6 Altmetric
  2019	Seeing the wood for the trees: Insights into the complexity of developing pre-service teachers’ digital competencies for future teaching Published In ASCILITE 2019 - Conference Proceedings - 36th International Conference of Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education: Personalised Learning. Diverse Goals. One Heart. Pages 441 - 446
  2019	Using Data Mining and Machine Learning Approaches to Observe Technology-Enhanced Learning Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018 Pages 788 - 793 Altmetric
  2018	Online opinion leadership in China's digital army: Proposals for an empirical study of Douban Published In ACM International Conference Proceeding Series Pages 1 - 4 Altmetric
  2017	A big data analytic framework for investigating streaming educational data Published In Australasian Computer Science Week 2017 Pages 1 - 4 Altmetric
  2017	Investigating live streaming data for student behaviour modelling Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 434 - 439 Altmetric
  2017	Using complex fuzzy sets for strategic cost evaluation in supply chain downstream Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 440 - 445 Altmetric
  2016	A conceptual model for clustering local government areas using complex fuzzy sets Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016 Pages 2020 - 2026 Altmetric
  2016	Big Data, Big Theory: Moving beyond new empiricism to generate powerful explanations Published In 3rd ISA Forum of Sociology: Book of Abstracts Page p. 316
  2016	Exploring technology integration in education using fuzzy representation and feature selection Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016 Pages 1288 - 1293 Altmetric
  2016	Social media analysis on evaluating organizational performance: a railway service management Published In 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing (DataCom 2016) Pages 835 - 841 Altmetric
  2015	A big-data processing framework for uncertainties in transportation data Published In IEEE International Conference on Fuzzy Systems (FuzzIEEEE 2015) Pages 1 - 6 Altmetric
  2015	Mining a system: The use of data mining and system dynamics to explore technology integration Published In EARLI 2015 Book of Abstracts Pages 380 - 381
  2014	A sparsity-based training algorithm for least squares SVM Published In IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) Pages 345 - 350 Altmetric
  2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 956 - 961 Altmetric
  2011	Multiple-measurement vector model and its application to through-the-wall radar imaging Published In Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Pages 2672 - 2675 Altmetric
  2010	A particle swarm optimization algorithm based on orthogonal design Published In IEEE World Congress on Computational Intelligence Pages 593 - 599 Altmetric
  2010	A training algorithm for sparse LS-SVM using compressive sampling Published In IEEE International Conference on Acoustics, Speech, and Signal Processing Pages 2054 - 2057 Altmetric
  2010	Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task Published In IEEE World Congress on Computational Intelligence Pages 1607 - 1614 Altmetric
  2010	Multi-view through-the-wall radar imaging using compressed sensing Published In 18th European Signal Processing Conference, EUSIPCO 2010 Pages 1429 - 1433
  2009	A neural network pruning approach based on compressive sampling Published In International Joint Conference on Neural Networks 2009 Pages 3428 - 3435 Altmetric
  2009	Dynamic supplying desired web service for e-business Published In Second International Symposium on Electronic Commerce and Security, 2009. ISECS '09 Pages 369 - 373 Altmetric

Investigator On

Year	Title
2018 - 2020	Mobile Webtoons: Creative Innovation in a New Digital Economy Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects

Other Research Activities

• AI for Decision Making Initiative, Defence Innovation Network Chief Investigator 2020
• Global Challenges Program - Keystone Funding, People with dementia can be Included & Enabled through social Connections, Environments & Services (PIECES) Chief Investigator 2019 - 2020
• Educational Strategies Development Fund (ESDF) Grants, 2018, University of Wollongong Chief Investigator 2018 - 2019
•  

Impact Story

Teaching Activities

• CSIT321: Annual Project Subject Coordinator 2019 -
• ISIT332 Business Process Management Lecturer 2020
• ISIT219 - Knowledge and Information Engineering Lecturer 2019 - 2020
• CSCI851/CSCI251 - Advanced Programming Lecturer 2019
• ISIT306 - Strategic eBusiness Solutions Lecturer 2019

Advisees

• Graduate Advising Relationship

  Degree	Research Title	Advisee
  Doctor of Philosophy (Integrated)	SCIT: School of Computing and Information Technology
  Doctor of Philosophy (Integrated)	Prediction on Cancer: An approach on data analysis	Hu, Minot

Keywords

• Big data analysis; Machine Learning; Text Mining; Social Network analysis;

Orcid Id

• http://orcid.org/0000-0003-1317-8142 (pending confirmation)