1 / 43

Clustering Categorical Data The Case of Quran Verses

2. Outline. IntroductionPreprocessing of Quran VersesSimilarity MeasuresAssisting Clusters SimilaritiesShortcomings of Traditional clustering methods with categorical dataROCK - Major definitionsROCK clustering AlgorithmROCK exampleConclusion and future work. 3. Introduction. The holy Quran

avari
Download Presentation

Clustering Categorical Data The Case of Quran Verses

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

    1. 1 Clustering Categorical Data The Case of Quran Verses Presented By Muhammad Al-Watban IS 598

    2. 2 Outline Introduction Preprocessing of Quran Verses Similarity Measures Assisting Clusters Similarities Shortcomings of Traditional clustering methods with categorical data ROCK - Major definitions ROCK clustering Algorithm ROCK example Conclusion and future work

    3. 3 Introduction The holy Quran covers a wide range of topics. Quran does not cover each topic by a set of sequenced verses or sura’s. A single verse usually deals with many subjects Project goal: to cluster the verses of The Holy Quran based on the verse’s subjects.

    4. 4 Preprocessing of Quran Verses it is necessary to perform manual preprocessing for the Quran text to capture the subjects of the verses into a tabular format Verses in the Holy Quran can be viewed as records and the related subjects as attributes of the record. This is demonstrated by the following table: The data in the above table is similar to what is known as market-basket data. Here, we will call it verses-treasues data

More Related