Mining and summarizing customer reviews

M Hu, B Liu - Proceedings of the tenth ACM SIGKDD international …, 2004‏ - dl.acm.org
Merchants selling products on the Web often ask their customers to review the products that
they have purchased and the associated services. As e-commerce is becoming more and …

Opinion mining and sentiment analysis

B Pang, L Lee - Foundations and Trends® in information …, 2008‏ - nowpublishers.com
An important part of our information-gathering behavior has always been to find out what
other people think. With the growing availability and popularity of opinion-rich resources …

A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts

B Pang, L Lee - arxiv preprint cs/0409058, 2004‏ - arxiv.org
Sentiment analysis seeks to identify the viewpoint (s) underlying a text span; an example
application is classifying a movie review as" thumbs up" or" thumbs down". To determine this …

Annotating expressions of opinions and emotions in language

J Wiebe, T Wilson, C Cardie - Language resources and evaluation, 2005‏ - Springer
This paper describes a corpus annotation project to study issues in the manual annotation of
opinions, emotions, sentiments, speculations, evaluations and other private states in …

Deep-sentiment: Sentiment analysis using ensemble of cnn and bi-lstm models

S Minaee, E Azimi, AA Abdolrashidi - arxiv preprint arxiv:1904.04206, 2019‏ - arxiv.org
With the popularity of social networks, and e-commerce websites, sentiment analysis has
become a more active area of research in the past few years. On a high level, sentiment …

A survey on sentiment detection of reviews

H Tang, S Tan, X Cheng - Expert Systems with Applications, 2009‏ - Elsevier
The sentiment detection of texts has been witnessed a booming interest in recent years, due
to the increased availability of online reviews in digital form and the ensuing need to …

[PDF][PDF] Opinion extraction, summarization and tracking in news and blog corpora.

LW Ku, YT Liang, HH Chen - AAAI spring symposium: Computational …, 2006‏ - cdn.aaai.org
Humans like to express their opinions and are eager to know others' opinions. Automatically
mining and organizing opinions from heterogeneous information sources are very useful for …

Mining opinions from the Web: Beyond relevance retrieval

LW Ku, HH Chen - Journal of the American Society for …, 2007‏ - Wiley Online Library
Documents discussing public affairs, common themes, interesting products, and so on, are
reported and distributed on the Web. Positive and negative opinions embedded in …

Methods for aggregating investor sentiment from social media

Q Liu, H Son - Humanities and Social Sciences Communications, 2024‏ - nature.com
Social media-based investor sentiment proxies provide a brand new solution to recognize
and measure investor sentiment. Aggregating individual social media text sentiments into …

" For an app supposed to make its users feel better, it sure is a joke"-an analysis of user reviews of mobile mental health applications

MR Haque, S Rubya - Proceedings of the ACM on Human-Computer …, 2022‏ - dl.acm.org
Mobile mental health applications are seen as a promising way to fulfill the growing need for
mental health care. Although there are more than ten thousand mental health apps available …