TempTracker : a service oriented temporal natural language processing based tool for document data characterization and social network analysis
Joint Authors
Sert, Onur Can
Özyer, Sibel Tariyan
Bestepe, Deniz
Özyer, Tansel
Source
The International Arab Journal of Information Technology
Issue
Vol. 19, Issue 3 (31 May. 2022), pp.342-352, 11 p.
Publisher
Zarqa University Deanship of Scientific Research
Publication Date
2022-05-31
Country of Publication
Jordan
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
With the advent of Web 2.0 based technology, news sites and micro-blog sites have become popular and have attracted the attention of people around the world.
Existing textual data captured by these sites is highly beneficial for extracting (a) new information to analyze, and (b) temporal course of change in entities, topics and sentiment for differing granularities.
This has been demonstrated by the study described in this paper.
After collecting the data, several directions have been investigated in order to demonstrate its effectiveness under the umbrella of entity extraction, topic and sentiment analysis using Natural Language Processing (NLP) tools, temporal social media analysis, and time varying trend results of entity and sentiment aspect of entities.
A service-based architecture has been proposed to process text data with NLP tools and to enrich the data.
Text data is collected and processed via NLP tools.
It is retrieved upon request for data analysis.
The reported results illustrate the applicability and effectiveness of the conducted study.
American Psychological Association (APA)
Sert, Onur Can& Özyer, Sibel Tariyan& Bestepe, Deniz& Özyer, Tansel. 2022. TempTracker : a service oriented temporal natural language processing based tool for document data characterization and social network analysis. The International Arab Journal of Information Technology،Vol. 19, no. 3, pp.342-352.
https://search.emarefa.net/detail/BIM-1437352
Modern Language Association (MLA)
Sert, Onur Can…[et al.]. TempTracker : a service oriented temporal natural language processing based tool for document data characterization and social network analysis. The International Arab Journal of Information Technology Vol. 19, no. 3 (May. 2022), pp.342-352.
https://search.emarefa.net/detail/BIM-1437352
American Medical Association (AMA)
Sert, Onur Can& Özyer, Sibel Tariyan& Bestepe, Deniz& Özyer, Tansel. TempTracker : a service oriented temporal natural language processing based tool for document data characterization and social network analysis. The International Arab Journal of Information Technology. 2022. Vol. 19, no. 3, pp.342-352.
https://search.emarefa.net/detail/BIM-1437352
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 351-352
Record ID
BIM-1437352