2016Unpublished venueRequires access

Ranking scholarly work based on author reputation

Kajol Kardam, Akshita Kejriwal, Kirti Sharma, Rishabh Kaushal

Open publisher page 4 citations

Abstract

Who is an authoritative author in a particular field is a common question that every learner or researcher wants to know. The widely available scholarly work from authors in different fields is typically indexed on various platforms like Google Scholar, DBLP, etc. Each platform uses various ranking algorithms to evaluate reputation of work based on the criteria of relevance, time and citation counts. In this paper, we focus on ascertaining reputation to authors publishing scholarly work by extending the present concept of citation index. Our first contribution is that we propose a novel method of ranking authors based on not just their citation count but also on the reputation of authors who have been citing their work. Intuitively, this means that an author would have a better rank (or reputation / authority) if he or she is cited by other reputed authors than the author who is cited by less reputed authors. Further, our second contribution is that our proposed author rank is used to rank scholarly articles, which until now has been based on citation counts and other metrics, when a user searches using a search keyword. A scholarly work is given higher ranking if it is written by reputed authors. Results show that authors with higher citation count may receive a lower rank than those with lower citation count due to the quality of the citations (reputation of authors citing them) that is being received. Our work can immensely help students (learners and researchers) find authoritative authors and papers in a field of interest by employing our proposed ranking metric which is based on the reputation of authors who are citing a research work.

About this research paper

What this paper is about

Who is an authoritative author in a particular field is a common question that every learner or researcher wants to know. The widely available scholarly work from authors in different fields is typically indexed on various platforms like Google Scholar, DBLP, etc. Each platform uses various ranking algorithms to evaluate reputation of work based on the criteria of relevance, time and citation counts. In this paper, we focus on ascertaining reputation to authors publishing scholarly work by extending the present concept of citation index. Our first contribution is that we propose a novel method of ranking authors based on not just their citation count but also on the reputation of authors who have been citing their work. Intuitively, this means that an author would have a better rank (or reputation / authority) if he or she is cited by other reputed authors than the author who is cited by less reputed authors. Further, our second contribution is that our proposed author rank is used to rank scholarly articles, which until now has been based on citation counts and other metrics, when a user searches using a search keyword. A scholarly work is given higher ranking if it is written by reputed authors. Results show that authors with higher citation count may receive a lower rank than those with lower citation count due to the quality of the citations (reputation of authors citing them) that is being received. Our work can immensely help students (learners and researchers) find authoritative authors and papers in a field of interest by employing our proposed ranking metric which is based on the reputation of authors who are citing a research work.

Why it matters

OpenAlex reports 4 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Who is an authoritative author in a particular field is a common question that every learner or researcher wants to know. The widely available scholarly work from authors in different fields is typically indexed on various platforms like Google Scholar, DBLP, etc. Each platform uses various ranking algorithms to evaluate reputation of work based on the criteria of relevance, time and citation counts. In this paper, we focus on ascertaining reputation to authors publishing scholarly work by extending the present concept of citation index. Our first contribution is that we propose a novel method of ranking authors based on not just their citation count but also on the reputation of authors who have been citing their work. Intuitively, this means that an author would have a better rank (or reputation / authority) if he or she is cited by other reputed authors than the author who is cited by less reputed authors. Further, our second contribution is that our proposed author rank is used to rank scholarly articles, which until now has been based on citation counts and other metrics, when a user searches using a search keyword. A scholarly work is given higher ranking if it is written by reputed authors. Results show that authors with higher citation count may receive a lower rank than those with lower citation count due to the quality of the citations (reputation of authors citing them) that is being received. Our work can immensely help students (learners and researchers) find authoritative authors and papers in a field of interest by employing our proposed ranking metric which is based on the reputation of authors who are citing a research work.

Key concepts: Reputation, Citation, Ranking (information retrieval), Journal ranking, Computer science, Rank (graph theory), Relevance (law), Information retrieval

Related papers

Back to paper searchBrowse research topicsOriginal source
Ranking scholarly work based on author reputation — Research Paper | ScholarLens