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題名:新計算社會學:大數據時代的社會學研究
書刊名:社會學研究
作者:羅瑋羅教講
作者(外文):Luo, WeiLuo, Jiao-jiang
出版日期:2015
卷期:2015(3)
頁次:222-241+246
主題關鍵詞:新計算社會學大數據方法計算機社會模擬互聯網社會實驗
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(1) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:1
  • 共同引用共同引用:0
  • 點閱點閱:16
本文在全面解讀、分析新計算社會學現有研究成果的基礎上,追溯了新計算社會學產生的歷程,將新計算社會學的主題內容劃分為五個方面:大數據的獲取與分析、質性研究與定量研究的融合、互聯網社會實驗研究、計算機社會模擬研究和新型社會計算工具的研制與開發。本文以現有研究成果為實例,分別對這五大研究內容或主題進行介紹和分析。新計算社會學的產生會引發一場社會學的"革命"嗎?筆者借助庫恩的科學革命理論,對此進行了分析和探索。
The "New Computational Sociology Conference" held in Stanford University in August of 2014 posted a new concept of "new computational sociology",showed us the infinite charm and bright prospects of new computational sociology.Based on a comprehensive interpretation and analysis of the existing research results of new computational sociology,the paper reviewed the history of new computational sociology,divided it into five areas by its major subjects:the obtain and analyze of big data,the amalgamation of quantitative and qualitative researches,internet social experiments,computer social simulation,and the development of new research software and technologies.The paper made an introduction and analysis of each of these five subjects via valid researches.Will the new computational sociology be the " revolution" of sociology? The paper made an analysis and exploration with the help of Kuhn’s theory of scientific revolution.
期刊論文
1.Lewis, Seth C.、Zamith, Rodrigo、Hermida, Alfred(2013)。Content Analysis in an Era of Big Data: A Hybrid Approach to Computational and Manual Methods。Journal of Broadcasting and Electronic Media,57(1),34-52。  new window
2.陳雲松(2015)。大數據中的百年社會學--基于百萬書籍的文化影響力研究。社會學研究,2015(1)。  延伸查詢new window
3.劉軍、郭莉娜(2013)。關係對聯盟的影響--基于網絡交換論的實驗研究。社會學研究,2013(6)。  延伸查詢new window
4.孟小峰、李勇、祝建華(2013)。社會計算:大數據時代的機遇與挑戰。計算機研究與發展,2013(12)。  延伸查詢new window
5.沙蓮香、劉穎、王衛東、陳禹(2007)。社會心理現象計算機模擬及其方法論意義。社會學研究,2007(6)。  延伸查詢new window
6.Centola, Damon(2010)。The Spread of Behavior in an Online Social Network Experiment。Science,329(5996),1194-1197。  new window
7.Centola, Damon(2013)。A Simple Model of Stability in Critical Mass Dynamics。Journal of Statistical Physics,151(1),238-253。  new window
8.Dohan, Daniel、Sánchez-Jankowski, Martín(1998)。Using Computers to Analyze Ethnographic Field Data: Theoretical and Practical Considerations。Annual Review of Sociology,24,477-498。  new window
9.Gilbert, Nigel(1999)。Simulation: A New Way of Doing Social Science。American Behavioral Scientist,40(10),1485-1487。  new window
10.Golder, Scott A.、Macy, Michael W.(2011)。Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures。Science,333(6051),1878-1881。  new window
11.Lazer, David、Pentland, Alex S.、Adamic, Lada、Aral, Sinan、Barabási, Albert-László、Brewer, Devon、Christakis, Nicholas、Contractor, Noshir、Fowler, James、Gutmann, Myron、Jebara, Tony、King, Gary、Macy, Michael、Roy, Deb、Van Alstyne, Marshall(2009)。Life in The Network: The Coming Age of Computational Social Science。Science,323(5915),721-723。  new window
12.LeBaron, Blake(2011)。Active and Passive Learning in Agent-based Financial Markets。Eastern Economic Journal,37,35-43。  new window
13.Leung, Ming D.(2014)。Dilettante or Renaissance Person? How the Order of Job Experiences Affects Hiring in an External Labor Market。American Sociological Review,79(1),136-158。  new window
14.Macy, Michael W.、Willer, Robert(2002)。From Factors to Actors: Computational Sociology and Agent-Based Modeling。Annual Review of Sociology,28,143-166。  new window
15.Manzo, Gianluca、Baldassarri, Delia(2014)。Heuristics, Interactions, and Status Hierarchies: An Agent-based Model of Deference Exchange。Sociological Methods and Research,44(2),329-387。  new window
16.Mathur, Shobhit、Poole, Marshall Scott、Peña-Mora, Feniosky、Hasegawa-Johnson, Mark、Contractor, Noshir(2012)。Detecting Interaction Links in A Collaborating Group Using Manually Annotated Data。Social Networks,34(4),515-526。  new window
17.Mcauley, Julian、Leskovec, Jure(2014)。Discovering Social Circles in Ego Networks。ACM Transactions on Knowledge Discovery from Data,8(1)。  new window
18.McKelvey, Karissa、DiGrazia, Joseph、Rojas, Fabio(2014)。Twitter Publics: How Online Political Communities Signaled Electoral Outcomes in The 2010 US House Election。Information, Communication and Society,17(4),436-450。  new window
19.Mohr, John W.、Ghaziani, Amin(2014)。Problems and Prospects of Measurement in The Study of Culture。Theory and Society,43(3),225-246。  new window
20.Saavedra, Serguei、Malmgren, R. Dean、Switanek, Nicholas、Uzzi, Brian(2013)。Foraging under conditions of short-term exploitative competition: the case of stock traders。Proceedings: Biological Sciences,280(1755)。  new window
21.Tsvetkova, Milena、Macy, Michael W.(2014)。The Social Contagion of Generosity。PLoS ONE,9(2)。  new window
22.Uzzi, Brian、Mukheijee, Satyam、Stringer, Michael、Jones, Ben(2013)。Atypical Combinations and Scientific Impact。Science,342(6157),468-472。  new window
23.van de Rijt, Arnout、Shor, Eran、Ward, Charles、Skiena, Steven(2013)。Only 15 Minutes? The Social Stratification of Fame in Printed Media。American Sociological Review,78(2),266-289。  new window
24.van de Rijt, Arnout、Kang, Soong Moon、Restivo, Michael、Patil, Akshay(2014)。Field Experiments of Success-Breeds-Success Dynamics。Proceedings of the National Academy of Sciences,111(19),6934-6939。  new window
25.West, Robert、Paskov, Hristo S.、Leskovec, Jure、Potts, Christopher(2014)。Exploiting Social Network Structure for Person-to-Person Sentiment Analysis。Transactions of the Association for Computational linguistics,2,297-310。  new window
26.Halpin, Brendan(1999)。Simulation in Sociology。American Behavioral Scientist,42(10),1488-1508。  new window
27.Salganik, Matthew J.、Dodds, Peter Sheridan、Watts, Duncan J.(2006)。Experimental study of inequality and unpredictability in an artificial cultural market。Science,311(5762),854-856。  new window
28.Michel, Jean-Baptiste、Shen, Yuan Kui、Aiden, Aviva Presser、Veres, Adrian、Gray, Matthew K.、The Google Books Team、Pickett, Joseph P.、Hoiberg, Dale、Clancy, Dan、Norvig, Peter、Orwant, Jon、Pinker, Steven、Nowak, Martin A.、Aiden, Erez Lieberman、Brockman, William(2011)。Quantitative Analysis of Culture Using Millions of Digitized Books。Science,331(6014),176-182。  new window
圖書
1.Mayer-Schönberger, Viktor、Cukier, Kenneth、盛楊燕、周濤(2013)。大數據時代:生活、工作與思維的大變革。浙江杭州:浙江人民出版社。  延伸查詢new window
2.赫斯特洛姆‧彼得、陳雲松、范曉光、朱彥(2010)。解析社會:分析社會學原理。南京:南京大學出版社。  延伸查詢new window
3.Collins, Randall、Makowsky, Michael、李霞(2006)。發現社會之旅--西方社會學思想述評。北京:中華書局。  延伸查詢new window
4.謝宇(2012)。社會學方法與定量研究。北京:社會科學文獻出版社。  延伸查詢new window
5.Amman, Hans M.、Kendrick, David A.、Rust, John(1996)。Handbook of Computational Economics。Amsterdam:North Holland。  new window
6.Cioffi-Revilla, Claudio(2014)。Introduction to Computational Social Science。London:Springer。  new window
7.黃光國(2006)。社會科學的理路。北京:中國人民大學出版社。  延伸查詢new window
8.莫家豪(2000)。社會學與社會分析。北京:中國社會科學出版社。  延伸查詢new window
9.Axelrod, Robert M.(1997)。The Complexity of Cooperation。Princeton:Princeton University Press。  new window
10.Kuhn, Thomas S.、金吾倫、胡新和(2003)。科學革命的結構。北京大學出版社。  延伸查詢new window
其他
1.梁玉成(20150212)。大數據不能替代理性思考。  延伸查詢new window
圖書論文
1.King, Gary(2009)。The Changing Evidence Base of Social Science Research。The Future of Political Science: 100 Perspectives。New York:Routledge。  new window
2.Brian, Arthur W.、Holland, John H.、LeBaron, Blake、Palmer, Richard、Tayler, Paul(1997)。Asset Pricing Under Endogenous Expectations in An Articial Stock Market。The Economy as An Evolving Complex System II。Boston:Addison-Wesley。  new window
3.Bainbridge, William S.(2007)。Computational Sociology。Blackwell Encyclopedia of Sociology。Blackwell Reference Online。  new window
 
 
 
 
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