Mapping the Cogni-tive Struc-ture and Its Evolution in Knowledge and Infor-mation Sci-ence: A Text Min-ing Ap-proach (2004-2013)

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

HASSANZADEH MOHAMMAD; ZANDIAN FATEMEH; Ahmadi Seyedeh Somayyeh

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Scientometrics Research Journal Year:2019 | Volume:4 | Issue:2 (8) Page(s): 123-143

Download Full-Text

Persian Verion

View:

572

Download:

Cites:

Information Journal Paper

Title

Mapping the Cogni-tive Struc-ture and Its Evolution in Knowledge and Infor-mation Sci-ence: A Text Min-ing Ap-proach (2004-2013)

Author(s)

HASSANZADEH MOHAMMAD | ZANDIAN FATEMEH | Ahmadi Seyedeh Somayyeh | Issue Writer Certificate

Keywords

Concept clusteringQ1

Knowledge and In-formation ScienceQ1

Text miningQ1

Content analysisQ2

Abstract

Purpose: The purpose of this study was to map and study the cognitive structure of the field of Knowledge and Information Science from the perspective of full text words or phrases, their distribution in journals, and their usage over time. Methodology: This study used the Content analysis of 6830 articles (2004-2013) in 10 core journals based on the JCR 2013. Parametric way of key extraction has been used to select 150 words and phrases according to their TF-IDF weight. Finally, the similarity matrix based on the Cosine theta index and the second-order affinity, was used to construct hierarchical clustering by average-linkage algorithm in "Provalis Research" software. Also, correspondence analysis was used to study concepts historic evaluation and to cluster the journals according to their subject domain. Findings: The results of this study included 3 mature clusters, 1 semi-mature cluster and 3 immature clusters in co-word analysis and the thematic review reveal four clusters of journals and two time clusters in clockwise motion layout. Conclusion: The results show that scientific publications have some well-established topics which are changing gradually to adopt new themes. These change in the cognitive landscape is based on the advent of Internet in the first time cluster while in the second cluster it is due to the use of indices.

Cites

No record.

References

No record.

Cite

APA: Copy

HASSANZADEH, MOHAMMAD, ZANDIAN, FATEMEH, & Ahmadi, Seyedeh Somayyeh. (2019). Mapping the Cogni-tive Struc-ture and Its Evolution in Knowledge and Infor-mation Sci-ence: A Text Min-ing Ap-proach (2004-2013). SCIENTOMETRICS RESEARCH JOURNAL, 4(2 (8) ), 123-143. SID. https://sid.ir/paper/397912/en

Vancouver: Copy

HASSANZADEH MOHAMMAD, ZANDIAN FATEMEH, Ahmadi Seyedeh Somayyeh. Mapping the Cogni-tive Struc-ture and Its Evolution in Knowledge and Infor-mation Sci-ence: A Text Min-ing Ap-proach (2004-2013). SCIENTOMETRICS RESEARCH JOURNAL[Internet]. 2019;4(2 (8) ):123-143. Available from: https://sid.ir/paper/397912/en

IEEE: Copy

MOHAMMAD HASSANZADEH, FATEMEH ZANDIAN, and Seyedeh Somayyeh Ahmadi, “Mapping the Cogni-tive Struc-ture and Its Evolution in Knowledge and Infor-mation Sci-ence: A Text Min-ing Ap-proach (2004-2013),” SCIENTOMETRICS RESEARCH JOURNAL, vol. 4, no. 2 (8) , pp. 123–143, 2019, [Online]. Available: https://sid.ir/paper/397912/en

Related Journal Papers