Document co-citation analysis to enhance transdisciplinary research

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Document co-citation analysis to enhance transdisciplinary research

Specialized and emerging fields of research infrequently cross disciplinary boundaries and would benefit from frameworks, methods, and materials informed by other fields. Document co-citation analysis, a method developed by bibliometric research, is demonstrated as a way to help identify key literature for cross-disciplinary ideas. To illustrate the method in a useful context, we mapped peer-re...

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The authors explore the implications of recent proposals for a focus on power and social change in community psychology research and add needed contextual and methodological specificity. An expanded model of psychopolitical validity is presented that merges Isaac Prilleltensky’s (this issue, pp. 116–136) domains, or stages of empowerment (oppression, liberation, wellness), with four ecological ...

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Visualization of Document Co-Citation Counts

Visualization can facilitate the understanding of the structures of a collection of documents that are related to each other by links, such as citations in formal publications. We present results of visualizing minimum spanning trees based on document co-citation counts and on document citation correlations.

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Language Model Document Priors based on Citation and Co-citation Analysis

Citation, an integral component of research papers, implies certain kind of relevance that is not well captured in current Information Retrieval (IR) researches. In this paper, we explore ingesting citation and co-citation analysis results into IR modeling process. We operationalize on going beyond the general uniform document prior assumption in language modeling framework through deriving doc...

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The Effects of Co-citation Proximity on Co-citation Analysis

In this paper we investigate the effects of co-citation proximity on the quality of co-citation analysis through four experiments of co-citation instances found in full-text scientific publications. First, we compared the distributions of co-citation instances at four levels of proximity in journal articles with the traditionally used article-level co-citation counts. Second, we analyzed how co...

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ژورنال

عنوان ژورنال: Science Advances

سال: 2018

ISSN: 2375-2548

DOI: 10.1126/sciadv.1701130