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Experimental building automatic Thesaurus By Using Data Mining | ||
| AL-MANSOUR JOURNAL | ||
| Article 1, Volume 0, Issue 11, 2017, Pages 28-75 | ||
| Authors | ||
| Hadeel Sh.Al-Obiady; Arwa I.Al-Yasiri | ||
| Abstract | ||
| In this paper, a new approach was presented, this approach building automatic thesaurus in the software engineering subject. The proposed approach depend on the data Mining ( that refers to the overall process of discovering patterns or building models from a given data set) for indexing all the terms that founded into abstracts of the university thesis , this done by: ●Association rule: - this algorithm was used into data mining to find large item set and it is as a tool of discovery rule in our approach we used it to compute the frequency of the words into text and determined the keywords. ●Clustering techniques: it's used to classification of patterns (observation, data items, or feature vectors into groups). This new approach introduce automatic thesaurus that can be used as an effective tools for information retrieval. | ||
| Keywords | ||
| Data Mining; automatic thesaurus; association rule | ||
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