OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR MACHINE DAN METODE BERBASIS LEXICON
Opinions in the decision-making process are often used as a reference. Nowadays, with the internet and social media there are a lot of people often argue, complain or criticize about something. So as to know what others think of something that we do not need to ask them one by one. We can develop a...
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| Format: | Thesis |
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[Yogyakarta] : Universitas Gadjah Mada
2013
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| _version_ | 1826046979312975872 |
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| author | , Jan Kristanto Wibisono , Drs. Edi Winarko, M.Sc., PhD. |
| author_facet | , Jan Kristanto Wibisono , Drs. Edi Winarko, M.Sc., PhD. |
| author_sort | , Jan Kristanto Wibisono |
| collection | UGM |
| description | Opinions in the decision-making process are often used as a reference.
Nowadays, with the internet and social media there are a lot of people often argue,
complain or criticize about something. So as to know what others think of
something that we do not need to ask them one by one. We can develop a method
that can search and analyze text on social media which produces output in the
form an opinion about something.
The method to obtain information in the form of opinions contained in the
text is an \"Opinion Mining\" or \"Sentiment Analysis\". In this research, using a
combined Unsupervised method based on Indonesian Lexicon and Supervised
based on Support Vector Machine.
Results obtained in the form of sentiment is negative polarity, positive, or
neutral. From the test results obtained in this study 77,7% accuracy. |
| first_indexed | 2024-03-13T23:02:33Z |
| format | Thesis |
| id | oai:generic.eprints.org:123202 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T23:02:33Z |
| publishDate | 2013 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:1232022016-03-04T08:39:26Z https://repository.ugm.ac.id/123202/ OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR MACHINE DAN METODE BERBASIS LEXICON , Jan Kristanto Wibisono , Drs. Edi Winarko, M.Sc., PhD. ETD Opinions in the decision-making process are often used as a reference. Nowadays, with the internet and social media there are a lot of people often argue, complain or criticize about something. So as to know what others think of something that we do not need to ask them one by one. We can develop a method that can search and analyze text on social media which produces output in the form an opinion about something. The method to obtain information in the form of opinions contained in the text is an \"Opinion Mining\" or \"Sentiment Analysis\". In this research, using a combined Unsupervised method based on Indonesian Lexicon and Supervised based on Support Vector Machine. Results obtained in the form of sentiment is negative polarity, positive, or neutral. From the test results obtained in this study 77,7% accuracy. [Yogyakarta] : Universitas Gadjah Mada 2013 Thesis NonPeerReviewed , Jan Kristanto Wibisono and , Drs. Edi Winarko, M.Sc., PhD. (2013) OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR MACHINE DAN METODE BERBASIS LEXICON. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=63313 |
| spellingShingle | ETD , Jan Kristanto Wibisono , Drs. Edi Winarko, M.Sc., PhD. OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR MACHINE DAN METODE BERBASIS LEXICON |
| title | OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR
MACHINE DAN METODE BERBASIS LEXICON |
| title_full | OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR
MACHINE DAN METODE BERBASIS LEXICON |
| title_fullStr | OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR
MACHINE DAN METODE BERBASIS LEXICON |
| title_full_unstemmed | OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR
MACHINE DAN METODE BERBASIS LEXICON |
| title_short | OPINION MINING PADA TWITTER UNTUK BAHASA INDONESIA DENGAN METODE SUPPORT VECTOR
MACHINE DAN METODE BERBASIS LEXICON |
| title_sort | opinion mining pada twitter untuk bahasa indonesia dengan metode support vector machine dan metode berbasis lexicon |
| topic | ETD |
| work_keys_str_mv | AT jankristantowibisono opinionminingpadatwitteruntukbahasaindonesiadenganmetodesupportvectormachinedanmetodeberbasislexicon AT drsediwinarkomscphd opinionminingpadatwitteruntukbahasaindonesiadenganmetodesupportvectormachinedanmetodeberbasislexicon |