HeteroRWR: A Novel Algorithm for Top-<i>k</i> Co-Author Recommendation with Fusion of Citation Networks
نویسندگان
چکیده
منابع مشابه
Mining a Web Citation Database for author co-citation analysis
Author co-citation analysis (ACA) has been widely used in bibliometrics as an analytical method in analyzing the intellectual structure of science studies. It can be used to identify authors from the same or similar research fields. However, such analysis method relies heavily on statistical tools to perform the analysis and requires human interpretation. Web Citation Database is a data warehou...
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Recommendation systems have become an important tool to overcome information overload and help people to make the right choice of needed items, which can be e.g. documents, products, tags or even other people. Last attribute has aroused our interest: Scientists are in need of different collaboration partners, i.e. experts for a special topic similar to their research field, to work with. Co-cit...
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Any scientific activity requires awareness of previous related activities. Citation networks are the networks in which each document is compared as a link of a chain with its previous and next documents, and the documents with the highest number of citations are considered as the most effective ones in a domain. Most of the introduced methods use direct citations for valuing the documents. One ...
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The Author co-Citation Analysis (ACA) is a widely used statistical technique for mining information about those authors who publish in related research domains. The existing ACA technique generates author clusters by initially defining the co-citation count. Co-citation count between authors of two different research papers is defined as the number of times these authors are cited together by a...
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Background and Aim: The purpose of the present study is to map the coronavirus domain citation network to better understand this domain based on all other citation networks. Materials and Methods: The present study is applied in terms of purpose, and is descriptive scientometrics in terms of type, which has been done with the all-citation method. In this study, all scientific publications on ...
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ژورنال
عنوان ژورنال: IEICE Transactions on Information and Systems
سال: 2020
ISSN: 0916-8532,1745-1361
DOI: 10.1587/transinf.2019edp7108