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Text Document Tokenization for Word Frequency Count using Rapid miner
| International Conference on Advancements in Engineering and Technology |
| Foundation of Computer Science USA |
| ICAET2015 - Number 12 |
| August 2015 |
| Authors: Gaurav Gupta, Sumit Malhotra |
| d043d04f-ec5f-4446-afdd-47ecda92c1dc |
Gaurav Gupta, Sumit Malhotra . Text Document Tokenization for Word Frequency Count using Rapid miner. International Conference on Advancements in Engineering and Technology. ICAET2015, 12 (August 2015), 24-26.
Abstract
Text mining, at times alluded to as content information mining, is harshly equal to content investigation, which alludes to the procedure of determining astounding data from content. RapidMiner is unquestionably the world-leading open-source system for data mining. It is available as a stand-alone application for data analysis and as a data mining engine for the integration into own products. Tokenization is the process of breaking a stream of text up into words, phrases, symbols, or other meaningful elements called tokens. The word frequency counter allows you to count the frequency usage of each word in your document. Applying tokenization and word frequency counter for a text document (resume in this case) helps us find out occurrence of each word in a document but there is no provision to find a particular word frequency occurrence according to user choice.
References
- Textminingfromhttp://en. wikipedia. org/wiki/Text_mining.
- RapidMinerfromhttp://en. wikipedia. org/wiki/RapidMiner.
- RapidMinerStudiofromhttp://rapidminer. com/products/ rapidminer-studio/.
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- Tanu Verma,Renu,Deepti Gaur,"Tokenization and FilteringProcess in RapidMiner", International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 ,Volume 7– No. 2, April 2014.
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