Lexical criminal identification for chatting corpus
This paper aims to identify lexical of criminal elements for chatting corpus, which involved suspect and victim conversation utterances. Lexical criminal identification requires three processes. The first is tokenization to automatically assign each lexical with a corresponding serial number in ever...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2009
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| Online Access: | http://psasir.upm.edu.my/id/eprint/68487/ http://psasir.upm.edu.my/id/eprint/68487/1/Lexical%20criminal%20identification%20for%20chatting%20corpus.pdf |
| _version_ | 1848856141248856064 |
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| author | Marjuni, Siti Hanom Mahmod, Ramlan Abd Ghani, Abdul Azim Mohd Zain, Abdullah Mustapha, Aida |
| author_facet | Marjuni, Siti Hanom Mahmod, Ramlan Abd Ghani, Abdul Azim Mohd Zain, Abdullah Mustapha, Aida |
| author_sort | Marjuni, Siti Hanom |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper aims to identify lexical of criminal elements for chatting corpus, which involved suspect and victim conversation utterances. Lexical criminal identification requires three processes. The first is tokenization to automatically assign each lexical with a corresponding serial number in every suspect and victim utterance. The second is tagging the lexical with parts of speech to identify verbs and nouns in the utterances. The third is to identify and analyze the interrogative criminal construct to get the criminal evidence. The chatting corpus consists of 3,067 suspect and victim utterances with 16,278 words, collected from 9 criminal chatting cases. The results indicate that both verb and noun are the most important part of speech elements that represent the criminal constructs in chat utterances. |
| first_indexed | 2025-11-15T11:36:56Z |
| format | Conference or Workshop Item |
| id | upm-68487 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:36:56Z |
| publishDate | 2009 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-684872019-06-10T02:19:59Z http://psasir.upm.edu.my/id/eprint/68487/ Lexical criminal identification for chatting corpus Marjuni, Siti Hanom Mahmod, Ramlan Abd Ghani, Abdul Azim Mohd Zain, Abdullah Mustapha, Aida This paper aims to identify lexical of criminal elements for chatting corpus, which involved suspect and victim conversation utterances. Lexical criminal identification requires three processes. The first is tokenization to automatically assign each lexical with a corresponding serial number in every suspect and victim utterance. The second is tagging the lexical with parts of speech to identify verbs and nouns in the utterances. The third is to identify and analyze the interrogative criminal construct to get the criminal evidence. The chatting corpus consists of 3,067 suspect and victim utterances with 16,278 words, collected from 9 criminal chatting cases. The results indicate that both verb and noun are the most important part of speech elements that represent the criminal constructs in chat utterances. IEEE 2009 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/68487/1/Lexical%20criminal%20identification%20for%20chatting%20corpus.pdf Marjuni, Siti Hanom and Mahmod, Ramlan and Abd Ghani, Abdul Azim and Mohd Zain, Abdullah and Mustapha, Aida (2009) Lexical criminal identification for chatting corpus. In: 2009 2nd IEEE International Conference on Computer Science and Information Technology (ICCSIT 2009), 8-11 Aug. 2009, Beijing, China. (pp. 360-364). 10.1109/ICCSIT.2009.5234700 |
| spellingShingle | Marjuni, Siti Hanom Mahmod, Ramlan Abd Ghani, Abdul Azim Mohd Zain, Abdullah Mustapha, Aida Lexical criminal identification for chatting corpus |
| title | Lexical criminal identification for chatting corpus |
| title_full | Lexical criminal identification for chatting corpus |
| title_fullStr | Lexical criminal identification for chatting corpus |
| title_full_unstemmed | Lexical criminal identification for chatting corpus |
| title_short | Lexical criminal identification for chatting corpus |
| title_sort | lexical criminal identification for chatting corpus |
| url | http://psasir.upm.edu.my/id/eprint/68487/ http://psasir.upm.edu.my/id/eprint/68487/ http://psasir.upm.edu.my/id/eprint/68487/1/Lexical%20criminal%20identification%20for%20chatting%20corpus.pdf |