Matches in SemOpenAlex for { <https://semopenalex.org/work/W2342569112> ?p ?o ?g. }
- W2342569112 endingPage "168" @default.
- W2342569112 startingPage "153" @default.
- W2342569112 abstract "The ability to exploit public sentiment in social media is increasingly considered as an important tool for market understanding, customer segmentation and stock price prediction for strategic marketing planning and manoeuvring. This evolution of technology adoption is energised by the healthy growth in big data framework, which caused applications based on Sentiment Analysis (SA) in big data to become common for businesses. However, scarce works have studied the gaps of SA application in big data. The contribution of this paper is two-fold: (i) this study reviews the state of the art of SA approaches. including sentiment polarity detection, SA features (explicit and implicit), sentiment classification techniques and applications of SA and (ii) this study reviews the suitability of SA approaches for application in the big data frameworks, as well as highlights the gaps and suggests future works that should be explored. SA studies are predicted to be expanded into approaches that utilise scalability, possess high adaptability for source variation, velocity and veracity to maximise value mining for the benefit of the users." @default.
- W2342569112 created "2016-06-24" @default.
- W2342569112 creator A5012801830 @default.
- W2342569112 creator A5016672621 @default.
- W2342569112 creator A5034963658 @default.
- W2342569112 date "2016-03-01" @default.
- W2342569112 modified "2023-10-04" @default.
- W2342569112 title "Overview and Future Opportunities of Sentiment Analysis Approaches for Big Data" @default.
- W2342569112 cites W142730124 @default.
- W2342569112 cites W1493745023 @default.
- W2342569112 cites W1500578883 @default.
- W2342569112 cites W1517538752 @default.
- W2342569112 cites W1544805753 @default.
- W2342569112 cites W1599835099 @default.
- W2342569112 cites W1735053150 @default.
- W2342569112 cites W1965660055 @default.
- W2342569112 cites W1969769481 @default.
- W2342569112 cites W1970592556 @default.
- W2342569112 cites W1974628057 @default.
- W2342569112 cites W1975653240 @default.
- W2342569112 cites W1977593555 @default.
- W2342569112 cites W1978926407 @default.
- W2342569112 cites W1979432867 @default.
- W2342569112 cites W1979822054 @default.
- W2342569112 cites W1981985524 @default.
- W2342569112 cites W1983738652 @default.
- W2342569112 cites W1985994204 @default.
- W2342569112 cites W1994645462 @default.
- W2342569112 cites W1995068038 @default.
- W2342569112 cites W1998257453 @default.
- W2342569112 cites W1999586157 @default.
- W2342569112 cites W2001569578 @default.
- W2342569112 cites W2003303386 @default.
- W2342569112 cites W2008406478 @default.
- W2342569112 cites W2009162160 @default.
- W2342569112 cites W2010513477 @default.
- W2342569112 cites W2011342764 @default.
- W2342569112 cites W2014902591 @default.
- W2342569112 cites W2015186536 @default.
- W2342569112 cites W2015525779 @default.
- W2342569112 cites W2019759670 @default.
- W2342569112 cites W2022204871 @default.
- W2342569112 cites W2022427793 @default.
- W2342569112 cites W2022829918 @default.
- W2342569112 cites W2022853402 @default.
- W2342569112 cites W2024218234 @default.
- W2342569112 cites W2025899713 @default.
- W2342569112 cites W2027232045 @default.
- W2342569112 cites W2032031606 @default.
- W2342569112 cites W2032509147 @default.
- W2342569112 cites W2037625889 @default.
- W2342569112 cites W2043157037 @default.
- W2342569112 cites W2043837475 @default.
- W2342569112 cites W2045599215 @default.
- W2342569112 cites W2046858834 @default.
- W2342569112 cites W2050730017 @default.
- W2342569112 cites W2052935438 @default.
- W2342569112 cites W2053479646 @default.
- W2342569112 cites W2056633239 @default.
- W2342569112 cites W2056695536 @default.
- W2342569112 cites W2057308560 @default.
- W2342569112 cites W2059067870 @default.
- W2342569112 cites W2060099436 @default.
- W2342569112 cites W2066434460 @default.
- W2342569112 cites W2066761753 @default.
- W2342569112 cites W2067767241 @default.
- W2342569112 cites W2067976700 @default.
- W2342569112 cites W2068737686 @default.
- W2342569112 cites W2070013029 @default.
- W2342569112 cites W2070694721 @default.
- W2342569112 cites W2070824330 @default.
- W2342569112 cites W2071309675 @default.
- W2342569112 cites W2078810130 @default.
- W2342569112 cites W2083400649 @default.
- W2342569112 cites W2085582472 @default.
- W2342569112 cites W2089065004 @default.
- W2342569112 cites W2096044513 @default.
- W2342569112 cites W2096707493 @default.
- W2342569112 cites W2097484125 @default.
- W2342569112 cites W2098136027 @default.
- W2342569112 cites W2099366530 @default.
- W2342569112 cites W2104190448 @default.
- W2342569112 cites W2108765529 @default.
- W2342569112 cites W2109154157 @default.
- W2342569112 cites W2112744748 @default.
- W2342569112 cites W2114524997 @default.
- W2342569112 cites W2115946354 @default.
- W2342569112 cites W2117332520 @default.
- W2342569112 cites W2120586626 @default.
- W2342569112 cites W2121001699 @default.
- W2342569112 cites W2126854223 @default.
- W2342569112 cites W2128792405 @default.
- W2342569112 cites W2133341045 @default.
- W2342569112 cites W2136548128 @default.
- W2342569112 cites W2143455647 @default.
- W2342569112 cites W2148506018 @default.
- W2342569112 cites W2150874198 @default.
- W2342569112 cites W2154028528 @default.