張明宜 助理教授
主要學術著作及研究成果
學術期刊論文
- Hsiao-Ying Lu, TakanoriFujiwara, Ming-Yi Chang, Yang-Chih Fu, Anders Ynnerman, Kwan-Liu Ma (accpted), “Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction,” Transactions on Visualization and Computer Graphics,. (SCIE)
- Shu-Mei Lai, Tso-Jung Yen, Ming-Yi Chang, Yang-Chih Fu, and Wei-Chung Liu (2024), “Predicting network members from partial contact records on social media: A machine learning approach,” Social Networks, 80(2025):10-24. (SSCI)
- Chih-Chieh Chang, Chia-Hsun Lu, Ming-Yi Chang, Chao-En Shen, Ya-Chi Ho, Chih-Ya Shen (2024), “Learning to Augment Graphs: Machine- Learning-Based Social Network Intervention With Self-Supervision,” IEEE Transactions on Computational Social Systems, Early Access, doi: 10.1109/TCSS.2023.3340230. (SCIE)
- Chih-Chieh Chang, Chia-Hsun Lu, Shun-Jen Teng, Ming-Yi Chang, Ya-Chi Ho, Chih-Ya Shen (2023), “Maximizing (k, L)-Core With Edge Augmentation in Multilayer Graphs,” IEEE Transactions on Computational Social Systems, Early Access, doi: 10.1109/TCSS.2023.3332091. (SCIE)
- Bay-Yuan Hsu, Lo-Yao Yeh, Ming-Yi Chang, and Chih-Ya Shen (2022), “Willingness Maximization for Ego Network Data Extraction in Multiple Online Social Networks,” IEEE Transactions on Knowledge and Data Engineering, 35(8):8672-8686, doi: 10.1109/TKDE.2022.3207150. (SCIE)
- Hsuan-Wei Lee, Ming-Yi Chang, Wan-Yu Chou, Jing-Shiang Hwang, and Yang-Chih Fu (2022), “From Indirect to Direct Contacts on Facebook: A Big-data Approach to the Making of Triadic Network Closure,” Canadian Review of Sociology, https://dor.org/10.1111/cars.12375 , 59(2):207-227. (SSCI)
- Lo-Yao Yeh, Jhao-Yin Jhang, Ming-Yi Chang, Chih-Chieh Chang, Chih-Ya Shen (2022), “Learning to Extract Expert Teams in Social Networks,” IEEE Transactions on Computational Social Systems，Early Access:1-11. (SCIE)
- Bay-Yuan Hsu, Chia-Lin Yu, Ming-Yi Chang, and Chih-Ya Shen (2020), “CrawlSN: Community-aware Data Acquisition with Maximum Willingness in Online Social Networks” Data Mining and Knowledge Discovery，34:1589-1630. (SCI, Scopus)
- 張明宜、傅仰止（2019），〈社群媒體與大學生的網絡界限：伴遊圈、談話圈、接觸圈〉，《台灣社會學》，37:1-46。(TSSCI)
- 張明宜、吳齊殷（2013），〈友誼網絡中誰的獲益更多？青少年友誼網絡與學業成就的動態分析〉，《台灣社會學》，26:97-146。(TSSCI)
- 謝雨生、周孟嫻、紀玉臨、張明宜（2012），〈臺灣有子女家庭所得不平等變遷，1980-2006〉，《台灣社會學刊》，51:1-61。(TSSCI)
- Yi, Chin-Chun, Chyi-In Wu, Ying-Hua Chang, and Ming-Yi Chang (2009), “The Psychological Well-being of Taiwanese Youth: School versus Family Context from Early to Late Adolescence” International Sociology，24(3):397-429. (SSCI)
- 吳齊殷、張明宜、陳怡蒨（2008），〈尋找機制與過程：長期追蹤研究的功用〉，《αβγ量化研究學刊》，2:1-26。
專書／專書論文
- Joseph F. Healey，巫麗雪、翁志遠、張明宜譯（2023），《你一定要會的研究工具：社會統計》。台北：巨流圖書。
- Yi, Chin-Chun, Gang-Hua Fan, and Ming-Yi Chang (2013), “The Developmental Outcome of Taiwanese Youth: Effects of Educational Tracking during Adolescence,” editor: Chin-Chun Yi, The Psychological Well-Being of East Asian Youth. Springer.
學術會議論文
- 張明宜、吳齊殷（2024），〈實體與虛擬世界的交織：探索臺灣青少年友誼網絡的生成與同質性影響〉，發表於2024臺灣數位世代研究第一屆研討會。台北：中研院社會所。
- Yang, Hao-Wei, Ming-Yi Chang, and Chih-Ya Shen (2023), “Enhancing Link Prediction with Self-discriminating Augmentation for Structure-aware Contrastive Learning,” paper presented at European Conference on Artificial Intelligence (ECAI).
- Chang, Ming-Yi and Yang-Chi Fu (2023), “From Single-Core to Dual-Core Networks: How the Overlapping of Newlyweds’ Online Contacts Varies by Gender,” paper presented at The 2023 Sunbelt Network Conference, Potland, United States: International Network for Social Network Analysis.
- Chang, Ming-Yi, Shui-Ru Hsu, Yi-Hsiang Huang and Chia-Ya Shen (2023), “Impact of Middle School Teachers and Peers on College STEM Major Selection,” paper presented at The 2023 Sunbelt Network Conference, Potland, United States: International Network for Social Network Analysis.
- Yang, Jhen-Hao, Chia-Ya Shen, Ming-Yi Chang, Ya-Chi Ho, and Chia-Hsun Lu (2023), “Similarity-aware Sampling for Machine Learning-based Goal Oriented Subgraph Extraction,” paper presented at IEEE International Conference on Communications. Rome, Italy: IEEE Communications Society.
- 張明宜、許水如、黃義翔（2022），〈國中導師與同儕對於大學STEM科系選讀之影響〉，發表於2022年台灣社會學會年會。屏東：屏東大學。
- 傅仰止、盧禹文、張明宜（2021），〈再探鄉村居住型態與鄰里網絡〉，發表於臺灣農村社會文化調查計畫《分項一：人口、社會與經濟調查計畫》第二次研討會「農業發展與鄉村生活：持續與轉變」。台北：中研院社會所。
- B.-Y. Hsum C.-Y. Shen, and M.-Y. Chang (2020), “WMEgo: Willingness Maximization for Ego Network Data Extraction in Online Social Networks,” paper presented at ACM International Conference on Information and Knowledge Management (CIKM).
- Ming-Yi Chang and Chih-Ying Tseng (2020), “Detecting Social Anxiety with Online Social Network Data Conference,” paper presented at The 21st IEEE International Conference on Mobile Data Management (MDM'2020). (Virtual Conference)
- B.-Y. Hsu, C.-L. Tu, M.-Y. Chang, and C.-Y. Shen (2019), “CrawlSN: Community-aware Data Acquisition with Maximum Willingness in Online Social Networks,” paper presented at ACM HyperText (HT).
- Chang, Ming-Yi and Yang-Chi Fu (2018), “Gender Difference in Online Emotional Contagion among College Students,” paper presented at The 2018 Sunbelt Network Conference, Utrecht, the Netherlands: International Network for Social Network Analysis.
- 傅仰止、李宗榮、張明宜（2017），〈Civic Discussion in an Emergent Democracy: A Decade’s Comparison of Voting and Assessment of Government〉，發表於公民與國家：台灣社會變遷基本調查第二十八次研討會。台北：中研院社會所。
- Fu, Yang-Chih, Ming-Yi Chang, and Jing-Shiang Hwang (2017), “Egocentric Complete Networks: Building Versatile Network Structures from Contact Diaries and Social Media,” paper presented at The Third European Conference on Social Networks, Mainz, Germany: Gutenberg University.
- Fu, Yang-Chih and Ming-Yi Chang (2017), “Inducing Egocentric Networks with Privacy Settings: Evidence from Integrated Social Media and Representative Survey Data,” paper presented at The 2017 International Conference on Computational Social Science IC2S2, Cologne, Germany: Leibniz Institute for the Social Sciences.
- Chang, Ming-Yi, Yang-Chih Fu, and Po-Chun Lee (2017), “Network Structures and Subsequent Contact Size on Social Media,” paper presented at The 2017 Sunbelt Network Conference, Beijing, China: International Network for Social Network Analysis.
- Fu, Yang-Chih and Ming-Yi Chang (2017), “Inducing Egocentric Networks with Privacy Settings: Evidence from Integrated Social Media and Representative Survey Data,” paper presented at The 3rd Annual International Conference on Computational Social Science (IC2S2).
- 張明宜、傅仰止（2017）〈社群媒體、友誼網絡與大學生的網絡界限之變動〉，發表於「多重聲部的合鳴：中研院社會所第二屆博士後論壇」。台北：中研院社會所。
- Chang, Ming-Yi and Yang-Chih Fu (2016), “Dynamics of College Students’ Facebook Interactions and Class Activity Participations,” paper presented The First Australian Social Network Analysis Conference, Australlia: Swinburne University of Technology.
- Fu, Yang-Chih and Ming-Yi Chang (2016), “Drawing Network Boundaries in the Social Media Era: Gender Roles in Daily Contacts and Life Events,” paper presented at The 1st Conference on Social Impact of Science, Barcelona, Spain: University of Barcelona.
- Chang, Ming-Yi and Yang-Chih Fu (2016), “Drawing Network Boundaries for Life Events: From Facebook Friends to Wedding Banquet Guests,” paper presented The 2nd East Asia Conference for Young Sociologists. Japan: Tokyo University.
- Fu, Yang-Chih, Ming-Yi Chang, Jen Hsian Chuang and Da-Wai Wang (2015), “Multilevel Determinants of Receiving the Pandemic (H1N1) 2009 Vaccine: Contact Patterns and Household Structures,” paper presented at The XXXV Sunbelt Conference of the International Network for Social Network Analysis (INSNA), Brighton, U.K.: International Network for Social Network Analysis.
- 張明宜（2015），〈Causal Effects of Peer Influence on Adolescents' Academic Performance〉，發表於2015社會網絡、階層化、宗教和族群工作坊。台北：政治大學。
- Lee, Zong-Rong and Ming-Yi Chang (2014), “Keeping Up with the Family? A Longitudinal Analysis of Kinship Networks and Performance of Intercorporate Alliances,” paper presented at The First European Social Network Conference.
- Chang, Ming-Yi and Chin-Chun Yi (2013), “Is It Better to Stay in the Academic Track for Taiwanese Youth? Change of Educational Status and Its Effect on the Psychological Well-Being,” paper presented at The 5th Conference on Taiwan Youth Project. Taipei, Taiwan.
- Lee, Zong-Rong and Ming-Yi Chang (2013), “Dynamic Process of Strategic Alliances: A 2-Mode Network Analysis,” paper presented at 2013 Xian INSNA Conference.
- Chang, M.-Y., Tom A. B. Snijders, and Chyi-In Wu (2011), “Re-vist Reference Group Theory and the Contrast and Assimilation Effect of the Big-Fish-Little-Pond,” paper presented at 7th UK Social Network Conference. University of Greenwich, London.
- Chang, M.-Y., Tom A. B. Snijders, and Chyi-In Wu (2011), “Dynamics of Friendship Network and Students' Academic Performance: the Comparison between Two Student Cohorts before and after Education Reform in Taiwan,” paper presented at Sunbelt XXXI International Sunbelt Social Network Conference, St. Pete Beach, Florida, USA.
- Chang, Ming-Yi and Yeu-Sheng Hsieh (2010), “Social Distance, Social Networks, and Adolescent Academic Performance,” paper presented at Sunbelt XXX International Sunbelt Social Network Conference, Riva dal Garda Fierecongressi, Trento, Italy.
- Hsieh, Yeu-Sheng, Ming-Yi Chang and Meng-Sian Jhou (2010), “Changes of Friendship among Taiwanese Adolescents: Gender, Class, and Rural-Urban Differences,” paper presented at Sunbelt XXX International Sunbelt Social Network Conference, Riva dal Garda Fierecongressi, Trento, Italy.
- 張明宜、謝雨生（2009），〈友誼網絡與青少年憂鬱〉，發表「臺灣青少年成長歷程研究第三次學術研討會」。台北：中研院社會所。
- Yi, Chin-Chun, Gang-Hua Fan, and Ming-Yi Chang (2009), “The Developmental Outcome of Taiwanese Youth: Contextual versus Relational Effects,” paper presented at the Section on Children and Youth at the American Sociological Association Annual Meeting, San Francisco, CA.
- 謝雨生、周孟嫻、張明宜、紀玉臨、陳怡蒨（2008），〈臺灣族群主觀階級意識〉，發表於「社會階層與社會流動：臺灣社會變遷基本調查第十三次研討會」。台北：中研院社會所。
- Wu, Chyi-In, and Ming-Yi Chang (2008), “The Impacts of Social Space on Network Space: Propinquity and Homophily Effect,” paper presented at the 2007 Sunbelt XXVIII International Sunbelt Social Network Conference, St. Pete Beach, Florida, USA.
- Chang, Ming-Yi and Chyi-In Wu (2008), “Educational System, Class Cliniate and Students' Academic Achievement: The Interplay of Structure and Context” paper presented at the 2007 Sunbelt XXVIII International Sunbelt Social Network Conference, St. Pete Beach, Florida, USA.
- Chen, I-Chien, Chyi-In Wu, and Ming-Yi Chang (2007), “A Best Frient is Equal to A "Good" Friend? The Mutual Influence between Adolescent's Depressive Symptoms and Their Best Friend's,” paper presented at the 2007 Sunbelt XXVIII International Sunbelt Social Network Conference, Corfu, Greece.
- Wu, Chyi-In, Ming-Yi Chang, and I-Chien Chen (2007), “The Development of Friendship Networks within School Class in Later Adolescence: Dynamics and Processes,” paper presented at the 2007 Sunbelt XXVIII International Sunbelt Social Network Conference, Corfu, Greece.
- Wu, Chyi-In, Yu-Ting Huang and Ming-Yi Chang (2006), “The Impacts of Family Stucture and Family Dysfunctions upon Adolescent's Depressive Symptoms,” paper presented at the 2006 Conference of "Law and Family." Taipei: Academia Sinica.
- Wu, Chyi-In, Yu-Ting Huang, and Ming-Yi Chang (2006), “The Mechanisms of Moderating Effect of Social Support from Friends on Adolesecnt's Emotional Maladjustment: A Taiwanese Perspective,” paper presented at the International Conference on Children and Divorce, University of East Anglia, Norwich, UK.
- Wu, Chyi-In and Ming-Yi Chang (2006), “Re-veist Reference Group Theory of the Big-Fish-Little-Pong,” paper presented at the 2006 Sunbelt XXVII International Sunbelt Social Network Conference.
國科會計畫
- 張明宜，「青少年友誼網絡中的社會隔離：成因、歷程與後果」，2024年8月至2025年7月，NSTC 113-2410-H-030-024。
- 張明宜，「社群媒體形塑下的社會連結與社會互動：形式、結構與變遷」，2022年2月至2024年1月，MOST 111-2410-H-030-006-MY2。
其他計畫
- 江彥生（總計畫主持人）、李宣緯（分支計畫主持人）、張明宜（分支計畫協同主持人），「總計畫-社會網絡的行塑與轉變：生命歷程與跟物種的研究」、「分支計畫：高中生班級社會網絡選擇與擴散計畫」，中研院，2023年1月至2025年12月，AS-TP-112-H03。
- 傅仰止、張明宜（分支計畫三共同主持人），「自我核心完整網絡：接觸觀點整合社會網絡分析兩大研究傳承」，中研院，2021年5月至2022年12月，AS-TP-109-H02。
其他
張明宜（2021），〈臉書是促進了社會聯繫，還是讓人們愈來愈隔離？ 談社群媒體與個人的社會網絡與社會資本〉，《巷仔口社會學》。台灣社會學會。
