TY - JOUR
T1 - Performance and trends in recent opinion retrieval techniques
AU - Orimaye, Sylvester Olubolu
AU - Alhashmi, Saadat Mehmood
AU - Siew, Eu-Gene
PY - 2015
Y1 - 2015
N2 - This paper presents trends and performance of opinion retrieval techniques proposed within the last 8 years. We identify major techniques in opinion retrieval and group them into four popular categories. We describe the state-of-the-art techniques for each category and emphasize on their performance and limitations. We then summarize with a performance comparison table for the techniques on different datasets. Finally, we highlight possible future research directions that can help solve existing challenges in opinion retrieval.
AB - This paper presents trends and performance of opinion retrieval techniques proposed within the last 8 years. We identify major techniques in opinion retrieval and group them into four popular categories. We describe the state-of-the-art techniques for each category and emphasize on their performance and limitations. We then summarize with a performance comparison table for the techniques on different datasets. Finally, we highlight possible future research directions that can help solve existing challenges in opinion retrieval.
UR - http://journals.cambridge.org/action/displayFulltext?type=1&fid=9483388&jid=KER&volumeId=30&issueId=01&aid=9483383&bodyId=&membershipNumber=&societyE=
U2 - 10.1017/S0269888913000167
DO - 10.1017/S0269888913000167
M3 - Article
SN - 0269-8889
VL - 30
SP - 76
EP - 105
JO - Knowledge Engineering Review
JF - Knowledge Engineering Review
IS - 1
ER -