Implementasi Sentimen Analysis Pengolahan Kata Berbasis Algoritma Map Reduce Menggunakan Hadoop

  • Fawaid Badri Universitas Nahdlatul Ulama Sidoarjo
Keywords: Sentiment Analysist, Text Mining, Opinion, Document, Map Reduce


Sentiment analysis is a field of text and information based research. Text documents in this language come from the web about socialization issues. The method used in this study uses algorithmic maps to calculate from a word that will be used to find a meaning in the context of public opinion. The map algorithm reduces the retrieval of data sets and converts them into a data set, data collection of individuals separated into tuples. The stages of the map algorithm reduce reading input data in the form of text stored in HDFS (Hadoop Distributed File System) then it will be processed according to the key and the value has been changed into tuple form. The next step is to process the shuffel and reduce it which will then produce a process from the data set that is processed. Furthermore, the research data uses sentiment analysis by using a map algorithm to reduce the amount of data that is very good


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AlHakami. H., dkk., ‘Comparison Between Cloud And Grid Computing: Review Paper’ , International Journal on Cloud Computing: Services and Architecture (IJCCSA),Vol.2, No.4, August 2012

Bart Jacob, Michael Brown, dkk., “Introduction to Grid Computing”, International Technical Support Organization.

Casanova. Henri., ‘Distributed Computing Research Issues in Grid Computing’, University of California at San Diego, La Jolla, CA 92093-0505.

Javier Conejero, Peter Burnap, Omer Rana, Jeffrey Morgan, 2013. Scaling Archived Social Media Data Analysis using a Hadoop Cloud.

Visalakshi P and Karthik TU,2011 MapReduce Scheduler Using Classifiers for Heterogeneous Workloads,

Keke Cai, Scott Spangler, Ying Chen, Li Zhang, 2006, Leveraging Sentiment Analysis for Topic Detection.

Neethu M S, Rajasree R, 2013 ‘Sentiment Analysis in Twitter using Machine Learning Techniques’.

How to Cite
Badri, F. (2018). Implementasi Sentimen Analysis Pengolahan Kata Berbasis Algoritma Map Reduce Menggunakan Hadoop. Systemic: Information System and Informatics Journal, 4(1), 11-16.