By Associate Professor Ang Liu

Journal articles

Dai Y; Liu A, 2019, 'Understanding student variances in learning outcomes and task interpretations from multimedia presentations', British Journal of Educational Technology, 50, pp. 2685 - 2702, http://dx.doi.org/10.1111/bjet.12715

Wang C-Y; Liu A; Lu S, 2019, 'Building Numerical Design Matrix and Managing Functional Couplings for Concept Improvement of The Existing Product', MATEC Web of Conferences, 301, pp. 00011 - 00011, http://dx.doi.org/10.1051/matecconf/201930100011

Ireland R; Liu A, 2018, 'Application of data analytics for product design: Sentiment analysis of online product reviews', CIRP Journal of Manufacturing Science and Technology, 23, pp. 128 - 144, http://dx.doi.org/10.1016/j.cirpj.2018.06.003

Tao F; Qi Q; Liu A; Kusiak A, 2018, 'Data-driven smart manufacturing', Journal of Manufacturing Systems, 48, pp. 157 - 169, http://dx.doi.org/10.1016/j.jmsy.2018.01.006

Wei W; Liang H; Wuest T; Liu A, 2018, 'A new module partition method based on the criterion and noise functions of robust design', International Journal of Advanced Manufacturing Technology, 94, pp. 3275 - 3285, http://dx.doi.org/10.1007/s00170-016-9797-4

Zhang Z; Liu L; Wei W; Tao F; Li T; Liu A, 2017, 'A Systematic Function Recommendation Process for Data-Driven Product and Service Design', Journal of Mechanical Design, 139, http://dx.doi.org/10.1115/1.4037610

Liu A; Lu S; Zhang Z; Li T; Xie Y, 2017, 'Function recommender system for product planning and design', CIRP Annals - Manufacturing Technology, 66, pp. 181 - 184, http://dx.doi.org/10.1016/j.cirp.2017.04.041

Liu A; Lu SCY, 2016, 'A crowdsourcing design framework for concept generation', CIRP Annals - Manufacturing Technology, 65, pp. 177 - 180, http://dx.doi.org/10.1016/j.cirp.2016.04.021

Dai Y; Liu A; Morrison J; Lu S, 2016, 'Systemic design of interactive learning environment for global engineering courses', International Journal of Engineering Education, 32, pp. 2597 - 2611

Wei W; Liu A; Lu SCY; Wuest T, 2015, 'A multi-principle module identification method for product platform design', Journal of Zhejiang University: Science A, 16, pp. 1 - 10, http://dx.doi.org/10.1631/jzus.A1400263

Liu A; Lu SCY, 2015, 'A new coevolution process for conceptual design', CIRP Annals - Manufacturing Technology, 64, pp. 153 - 156, http://dx.doi.org/10.1016/j.cirp.2015.04.020

Liu A; Dai Y; Lu S, 2015, 'Effectiveness of e-learning 2.0 tools and services to support learner-learner virtual interactions in a global engineering class', International Journal of Engineering Education, 31, pp. 553 - 566

Green JL; Dai Y; Joo J; Williams E; Liu A; Lu SCY, 2015, 'Interdisciplinary dialogues as a site for reflexive exploration of conceptual understandings of teaching–learning relationships', Pedagogies, 10, pp. 86 - 103, http://dx.doi.org/10.1080/1554480X.2014.999774

Liu A; Lu SCY, 2014, 'Alternation of analysis and synthesis for concept generation', CIRP Annals - Manufacturing Technology, 63, pp. 177 - 180, http://dx.doi.org/10.1016/j.cirp.2014.03.094

Liu A; Lu SCY, 2013, 'Impacts of synthesis reasoning on ideation effectiveness in conceptual design', Journal of Mechanical Design, 135, http://dx.doi.org/10.1115/1.4024086

Lu SCY; Liu A, 2012, 'Abductive reasoning for design synthesis', CIRP Annals - Manufacturing Technology, 61, pp. 143 - 146, http://dx.doi.org/10.1016/j.cirp.2012.03.062

Lu SCY; Liu A, 2011, 'Subjectivity and objectivity in design decisions', CIRP Annals - Manufacturing Technology, 60, pp. 161 - 164, http://dx.doi.org/10.1016/j.cirp.2011.03.122

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