论“大数据”、“云计算”时代背景下的心理学研究变革

发布时间：2018-03-30 20:34

本文选题：大数据　切入点：云计算　出处：《广西师范大学学报(哲学社会科学版)》2017年01期

【摘要】：以大数据、云计算为代表的互联网信息技术的快速发展正在影响着社会科学研究范式的发展与变革,催生了计算社会科学、计算社会心理学、心理信息学等新的学科分支。从心理学学科来看,“大数据”、“云计算”时代不仅为心理学研究变革提供了可能性,它还促使第四研究范式的兴起与发展,促进了一些新的心理学科的出现与发展。其变革方向是:弱化心理学研究的简单强因果性假设,重视多变量间的复杂关联性;强化用数学思维、数学语言来等价表述心理学概念及其关系;重视对新兴学科思想与方法的学习及应用。因此,心理学研究要重视多变量间的复杂关联性研究,这就需要借助于大数据与云计算相关的技术平台及工具,同时利用机器学习、人工智能等新兴学科的计算思想与方法,努力整合创立心理学学科的研究范式,以促进心理学学科的变革与发展。
[Abstract]:The rapid development of Internet information technology, represented by big data, cloud computing, is affecting the development and transformation of social science research paradigm, and has given birth to computational social science and computational social psychology. The era of "big data" and "cloud computing" not only provides the possibility for psychological research to change, but also promotes the rise and development of the fourth research paradigm. It has promoted the emergence and development of some new psychological disciplines. Its direction of change is to weaken the simple and strong causality hypothesis of psychological research, attach importance to the complex correlation between multivariate, strengthen the use of mathematical thinking, Mathematical language is used to describe the concept of psychology and its relationship, and the study and application of new ideas and methods are emphasized. Therefore, the research of psychology should pay attention to the study of complex correlation among multivariate. This requires the help of big data's technology platform and tools related to cloud computing, and at the same time using the computing ideas and methods of emerging disciplines such as machine learning, artificial intelligence, and so on, to integrate and create the research paradigm of psychology. In order to promote the reform and development of psychology.
【作者单位】：内蒙古师范大学教育学院;重庆文理学院;南京师范大学;
【分类号】：B84-0

【相似文献】