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→Methodologies
==Methodologies==
==Methodologies==
Methodologically, social complexity is theory-neutral, meaning that it accommodates both local and global approaches to sociological research.<ref name="CCS-MMT"/> The very idea of social complexity arises out of the [[Historical comparative research|historical-comparative]] methods of early sociologists; obviously, this method is important in developing, defining, and refining the theoretical construct of social complexity. As complex social systems have many parts and there are many possible relationships between those parts, appropriate methodologies are typically determined to some degree by the research level of analysis [[Differentiation (sociology)|differentiated]]<ref>Luhmann, Niklas (1982). ''The Differentiation of Society.'' New York, NY: Columbia University Press.</ref> by the researcher according to the level of description or explanation demanded by the research hypotheses.
Methodologically, social complexity is theory-neutral, meaning that it accommodates both local and global approaches to sociological research.<ref name="CCS-MMT"/> The very idea of social complexity arises out of the [[Historical comparative research|historical-comparative]] methods of early sociologists; obviously, this method is important in developing, defining, and refining the theoretical construct of social complexity. As complex social systems have many parts and there are many possible relationships between those parts, appropriate methodologies are typically determined to some degree by the research level of analysis [[Differentiation (sociology)|differentiated]]<ref>Luhmann, Niklas (1982). ''The Differentiation of Society.'' New York, NY: Columbia University Press.</ref> by the researcher according to the level of description or explanation demanded by the research hypotheses.
从方法上讲，社会复杂性这一特征是无关乎于理论的，这意味着无论是地方性（局部）或全球性（全局）社会学研究都将适用。社会复杂性的想法源于早期社会学家的历史比较方法。显然，这种方法对于发展，定义和完善社会复杂性的理论构造非常重要。由于复杂社会系统包含了许多部分，而且这些部分之间又存在许多可能的关系。因此不同的适用方法在一定程度上取决于不同的分析研究深度【地方性（局部）或全球性（全局）】，再进一步说，便是由研究人员根据研究假设所要求的描述或解释程度来区分。
At the most localized level of analysis, [[ethnographic]], [[Participant observation|participant-]] or non-participant observation, [[content analysis]] and other [[qualitative research]] methods may be appropriate. More recently, highly sophisticated [[quantitative research]] methodologies are being developed and used in sociology at both local and global [[level of analysis|levels of analysis]]. Such methods include (but are not limited to) [[bifurcation diagram]]s, [[Social network analysis|network analysis]], [[Nonlinear system|non-linear]] modeling, and [[Computational sociology|computational]] models including [[Cellular automaton|cellular automata]] programming, [[sociocybernetics]] and other methods of [[social simulation]].
At the most localized level of analysis, [[ethnographic]], [[Participant observation|participant-]] or non-participant observation, [[content analysis]] and other [[qualitative research]] methods may be appropriate. More recently, highly sophisticated [[quantitative research]] methodologies are being developed and used in sociology at both local and global [[level of analysis|levels of analysis]]. Such methods include (but are not limited to) [[bifurcation diagram]]s, [[Social network analysis|network analysis]], [[Nonlinear system|non-linear]] modeling, and [[Computational sociology|computational]] models including [[Cellular automaton|cellular automata]] programming, [[sociocybernetics]] and other methods of [[social simulation]].
在地方性（局部）分析中，人种志研究（也称作人类学研究或民族志研究）观察法，参与或非参与观察法，内容分析法和其他定性研究方法可能比较合适。近日，同时适用于地方性（局部）和全球性（全局）的社会学研究法正在开放中，它是具有高度复杂的定量研究方法。这样的方法包括（但不限于）分岔图法，网络分析法和非线性建模法；以及包括元胞自动机编程，社会控制论和其他社会仿真在内的计算建模法。
===Complex social network analysis===
===Complex social network analysis===
===复杂社交网络分析法===
{{Main|Dynamic network analysis}}
{{Main|Dynamic network analysis}}
Complex [[social network]] analysis is used to study the dynamics of large, complex social networks. [[Dynamic network analysis]] brings together traditional [[social network analysis]], [[link analysis]] and [[multi-agent system]]s within [[network science]] and [[network theory]].<ref>Carley, Kathleen M. (2003), "Dynamic Network Analysis." ''Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers'', Ronald Breiger, Kathleen Carley, and Philippa Pattison (eds.), National Research Council (Committee on Human Factors): Washington, D.C.: 133–145.</ref> Through the use of key concepts and methods in [[social network analysis]], [[agent-based modeling]], theoretical [[physics]], and modern [[mathematics]] (particularly [[graph theory]] and [[fractal geometry]]), this method of inquiry brought insights into the dynamics and structure of social systems. New computational methods of localized social network analysis are coming out of the work of [[Duncan Watts]], [[Albert-László Barabási]], [[Nicholas A. Christakis]], [[Kathleen Carley]] and others.
Complex [[social network]] analysis is used to study the dynamics of large, complex social networks. [[Dynamic network analysis]] brings together traditional [[social network analysis]], [[link analysis]] and [[multi-agent system]]s within [[network science]] and [[network theory]].<ref>Carley, Kathleen M. (2003), "Dynamic Network Analysis." ''Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers'', Ronald Breiger, Kathleen Carley, and Philippa Pattison (eds.), National Research Council (Committee on Human Factors): Washington, D.C.: 133–145.</ref> Through the use of key concepts and methods in [[social network analysis]], [[agent-based modeling]], theoretical [[physics]], and modern [[mathematics]] (particularly [[graph theory]] and [[fractal geometry]]), this method of inquiry brought insights into the dynamics and structure of social systems. New computational methods of localized social network analysis are coming out of the work of [[Duncan Watts]], [[Albert-László Barabási]], [[Nicholas A. Christakis]], [[Kathleen Carley]] and others.