A Survey on Sentence Level Clustering Techniques


Authors : M. Divya; Dr. S. Sukumaran

Volume/Issue : Volume 8 - 2023, Issue 7 - July

Google Scholar : https://bit.ly/3TmGbDi

Scribd : https://tinyurl.com/4n6bajkr

DOI : https://doi.org/10.5281/zenodo.8232750

Abstract : Information Mining is characterized as removing the data from the colossal arrangement of information. Bunching is the method involved with gathering or accumulating of information things. Sentence bunching essentially utilized in assortment of utilizations, for example, order and arrangement of archives, programmed synopsis age, putting together the records. Grouping strategies is fundamental in the information mining cycle to uncover normal designs and distinguish fascinating examples with regards to the hidden information. This is significant in spaces, for example, sentence bunching, since a sentence is probably going to be connected with more than one subject or point present inside a report or set of records. The sentence grouping is vital in some use of message mining, for example, single and records outline in which a sentence is chosen in view of data commitment by sentence scoring. The record's sentences are semantically completely related or some level of covering exists among different sentences.

Keywords : Sentence Level, Clustering, Text Mining.

Information Mining is characterized as removing the data from the colossal arrangement of information. Bunching is the method involved with gathering or accumulating of information things. Sentence bunching essentially utilized in assortment of utilizations, for example, order and arrangement of archives, programmed synopsis age, putting together the records. Grouping strategies is fundamental in the information mining cycle to uncover normal designs and distinguish fascinating examples with regards to the hidden information. This is significant in spaces, for example, sentence bunching, since a sentence is probably going to be connected with more than one subject or point present inside a report or set of records. The sentence grouping is vital in some use of message mining, for example, single and records outline in which a sentence is chosen in view of data commitment by sentence scoring. The record's sentences are semantically completely related or some level of covering exists among different sentences.

Keywords : Sentence Level, Clustering, Text Mining.

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