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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Nocon, N. Cuevas, G. Magat, D. Suministrado, P. Cheng, C. |
| Copyright Year | 2014 |
| Description | Author affiliation: Coll. of Comput. Studies, De La Salle Univ. Manila, Manila, Philippines (Nocon, N.; Cuevas, G.; Magat, D.; Suministrado, P.; Cheng, C.) |
| Abstract | As the number of Internet and mobile phone users grow, texting and chatting have become popular means of communication. Reaching new heights, the extensive use of cellphones and Internet led into the creation of a new language, where words are transformed and made shorter using various styles. Shortcut texting is used in informal venues such as SMS, online, chat rooms, forums and posts in social networks. Huge amounts of data originating from these informal sources can be utilized for various tasks in machine learning and data analytics. As these data may be written in shortcut forms, text normalization is necessary before NLP actions such as information extraction, data mining, text summarization, opinion classification, and even bilingual translations can be fully achieved, by acting as a preprocessing stage that transforms all informal texts back to their original and more understandable forms. This paper is about NormAPI, an API for normalizing Filipino shortcut texts. NormAPI primarily intends to be used as a preprocessing system that corrects informalities in shortcut texts before they are handed for complete data processing. |
| Starting Page | 207 |
| Ending Page | 210 |
| File Size | 1008155 |
| Page Count | 4 |
| File Format | |
| ISBN | 9781479953301 |
| DOI | 10.1109/IALP.2014.6973494 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2014-10-20 |
| Publisher Place | Malaysia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Context Dictionaries Preprocessing Shortcut texts Statistical Machine Translation Educational institutions Training Filipino Normalization Computational linguistics Internet Face Dictionary Substitution |
| Content Type | Text |
| Resource Type | Article |
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