Machine learning approach to recognize subject based sentiment values of reviews

N. M. De Mel; H. H. Hettiarachchi; W. P.D. Madusanka; G. L. Malaka; A. S. Perera; U. Kohomban

doi:10.1109/MERCon.2016.7480107

Machine learning approach to recognize subject based sentiment values of reviews

N. M. De Mel, H. H. Hettiarachchi, W. P.D. Madusanka, G. L. Malaka, A. S. Perera, U. Kohomban

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Original language	English
Title of host publication	2nd International Moratuwa Engineering Research Conference, MERCon 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	6-11
Number of pages	6
ISBN (Electronic)	9781509006458
DOIs	https://doi.org/10.1109/MERCon.2016.7480107
Publication status	Published (VoR) - 26 May 2016
Event	2nd International Moratuwa Engineering Research Conference, MERCon 2016 - Moratuwa, Sri Lanka Duration: 5 Apr 2016 → 6 Apr 2016

Publication series

Name	2nd International Moratuwa Engineering Research Conference, MERCon 2016

Conference

Conference	2nd International Moratuwa Engineering Research Conference, MERCon 2016
Country/Territory	Sri Lanka
City	Moratuwa
Period	5/04/16 → 6/04/16

Keywords

Text classification
feature engineering
machine learning
sentiment analysis

Access to Document

10.1109/MERCon.2016.7480107

Cite this

De Mel, N. M., Hettiarachchi, H. H., Madusanka, W. P. D., Malaka, G. L., Perera, A. S., & Kohomban, U. (2016). Machine learning approach to recognize subject based sentiment values of reviews. In 2nd International Moratuwa Engineering Research Conference, MERCon 2016 (pp. 6-11). Article 7480107 (2nd International Moratuwa Engineering Research Conference, MERCon 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MERCon.2016.7480107

@inproceedings{87fbf4b29e6a4527b12a3b5adcf22a7c,

title = "Machine learning approach to recognize subject based sentiment values of reviews",

keywords = "Text classification, feature engineering, machine learning, sentiment analysis",

author = "\{De Mel\}, \{N. M.\} and Hettiarachchi, \{H. H.\} and Madusanka, \{W. P.D.\} and Malaka, \{G. L.\} and Perera, \{A. S.\} and U. Kohomban",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2nd International Moratuwa Engineering Research Conference, MERCon 2016 ; Conference date: 05-04-2016 Through 06-04-2016",

year = "2016",

month = may,

day = "26",

doi = "10.1109/MERCon.2016.7480107",

language = "English",

series = "2nd International Moratuwa Engineering Research Conference, MERCon 2016",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "6--11",

booktitle = "2nd International Moratuwa Engineering Research Conference, MERCon 2016",

}

De Mel, NM, Hettiarachchi, HH, Madusanka, WPD, Malaka, GL, Perera, AS & Kohomban, U 2016, Machine learning approach to recognize subject based sentiment values of reviews. in 2nd International Moratuwa Engineering Research Conference, MERCon 2016., 7480107, 2nd International Moratuwa Engineering Research Conference, MERCon 2016, Institute of Electrical and Electronics Engineers Inc., pp. 6-11, 2nd International Moratuwa Engineering Research Conference, MERCon 2016, Moratuwa, Sri Lanka, 5/04/16. https://doi.org/10.1109/MERCon.2016.7480107

Machine learning approach to recognize subject based sentiment values of reviews. / De Mel, N. M.; Hettiarachchi, H. H.; Madusanka, W. P.D. et al.
2nd International Moratuwa Engineering Research Conference, MERCon 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 6-11 7480107 (2nd International Moratuwa Engineering Research Conference, MERCon 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Machine learning approach to recognize subject based sentiment values of reviews

AU - De Mel, N. M.

AU - Hettiarachchi, H. H.

AU - Madusanka, W. P.D.

AU - Malaka, G. L.

AU - Perera, A. S.

AU - Kohomban, U.

PY - 2016/5/26

Y1 - 2016/5/26

KW - Text classification

KW - feature engineering

KW - machine learning

KW - sentiment analysis

UR - https://www.scopus.com/pages/publications/84978062608

UR - https://www.scopus.com/inward/citedby.url?scp=84978062608&partnerID=8YFLogxK

U2 - 10.1109/MERCon.2016.7480107

DO - 10.1109/MERCon.2016.7480107

M3 - Conference contribution

AN - SCOPUS:84978062608

T3 - 2nd International Moratuwa Engineering Research Conference, MERCon 2016

SP - 6

EP - 11

BT - 2nd International Moratuwa Engineering Research Conference, MERCon 2016

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd International Moratuwa Engineering Research Conference, MERCon 2016

Y2 - 5 April 2016 through 6 April 2016

ER -

De Mel NM, Hettiarachchi HH, Madusanka WPD, Malaka GL, Perera AS, Kohomban U. Machine learning approach to recognize subject based sentiment values of reviews. In 2nd International Moratuwa Engineering Research Conference, MERCon 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 6-11. 7480107. (2nd International Moratuwa Engineering Research Conference, MERCon 2016). doi: 10.1109/MERCon.2016.7480107

Machine learning approach to recognize subject based sentiment values of reviews

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