TempTracker: A Service Oriented Temporal Natural Language Processing Based Tool for Document Data Characterization and Social Network Analysis

Onur Can Sert; Sibel Tariyan Özyer; Deniz Bestepe; Tansel Özyer

doi:10.34028/iajit

Article Details

TempTracker: A Service Oriented Temporal Natural Language Processing Based Tool for Document Data Characterization and Social Network Analysis

Authors:

Onur Can Sert | Sibel Tariyan Özyer | Deniz Bestepe | Tansel Özyer

Publisher:

Zarqa University, Jordan

Journal:

The International Arab Journal of Information Technology (IAJIT) Vol.19 Issue 3, pp.342-352

Document Type:

Article

Publication Date:

1/2022

Document Language:

English

Document ID (Org No.):

2001389507

pISSN:

2309-4524

DOI:

10.34028/iajit

Keywords:

Abstract:

 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.

Article Details

TempTracker: A Service Oriented Temporal Natural Language Processing Based Tool for Document Data Characterization and Social Network Analysis

Authors:

Onur Can Sert | Sibel Tariyan Özyer | Deniz Bestepe | Tansel Özyer

Publisher:

Zarqa University, Jordan

Journal:

The International Arab Journal of Information Technology (IAJIT) Vol.19 Issue 3, pp.342-352

Document Type:

Article

Publication Date:

1/2022

Document Language:

English

Document ID (Org No.):

2001389507

pISSN:

2309-4524

DOI:

10.34028/iajit

Natural language processing

entity recognition

sentiment analysis

social network analysis

Issues

Article Details

TempTracker: A Service Oriented Temporal Natural Language Processing Based Tool for Document Data Characterization and Social Network Analysis

Authors: Onur Can Sert | Sibel Tariyan Özyer | Deniz Bestepe | Tansel Özyer

Publisher: Zarqa University, Jordan

Journal: The International Arab Journal of Information Technology (IAJIT) Vol.19 Issue 3, pp.342-352

Document Type: Article

Publication Date: 1/2022

Document Language: English

Document ID (Org No.): 2001389507

pISSN: 2309-4524

DOI: 10.34028/iajit

Natural language processing

entity recognition

sentiment analysis

social network analysis

Issues

Authors:

Onur Can Sert | Sibel Tariyan Özyer | Deniz Bestepe | Tansel Özyer

Publisher:

Zarqa University, Jordan

Journal:

The International Arab Journal of Information Technology (IAJIT) Vol.19 Issue 3, pp.342-352

Document Type:

Article

Publication Date:

1/2022

Document Language:

English

Document ID (Org No.):

2001389507

pISSN:

2309-4524

DOI:

10.34028/iajit