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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
A REVIEW ON TEMPORAL INFORMATION BASED TOPIC MODELING TECHNIQUES
Authors
Ketaki Dilip Bhaskar
Keywords
Text mining, Topic forecast, Topic discovery, Cluster labeling, topic modeling, Label identification _
Abstract
In variety of domains large numbers of documents are generated every day. Mining text document and extracting useful information is challenging task. A group of words in a document describes the topic discussed in the document. Lot of work has been done for mining topic from a document set. A document containing time information helps to perform analysis of time series documents like collection of news articles, series of scientific papers, posts or tweets on social media sites, etc. By analyzing time specific document the topic discussed in particular temporal period can be extracted. Topics are evolved over time and are correlated. This paper includes the study of various topic modeling techniques and temporal topic analysis techniques. Based on the study of existing system, a new system is proposed for temporal topic modeling and forecasting the trends.
IJCRT's Publication Details
Unique Identification Number - IJCRT2007113
Paper ID - 196496
Page Number(s) - 1545-1550
Pubished in - Volume 8 | Issue 7 | July 2020
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.24016
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Ketaki Dilip Bhaskar, "A REVIEW ON TEMPORAL INFORMATION BASED TOPIC MODELING TECHNIQUES ", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 7, pp.1545-1550, July 2020, Available at :http://www.ijcrt.org/papers/IJCRT2007113.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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