Short text clustering algorithms, application and challenges: A survey

MH Ahmed, S Tiun, N Omar, NS Sani - Applied Sciences, 2022 - mdpi.com
The number of online documents has rapidly grown, and with the expansion of the Web,
document analysis, or text analysis, has become an essential task for preparing, storing …

A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks

D Antonakaki, P Fragopoulou, S Ioannidis - Expert systems with …, 2021 - Elsevier
Twitter is the third most popular worldwide Online Social Network (OSN) after Facebook and
Instagram. Compared to other OSNs, it has a simple data model and a straightforward data …

A survey of recent methods on deriving topics from Twitter: algorithm to evaluation

R Nugroho, C Paris, S Nepal, J Yang… - Knowledge and information …, 2020 - Springer
In recent years, studies related to topic derivation in Twitter have gained a lot of interest from
businesses and academics. The interconnection between users and information has made …

Tagme: on-the-fly annotation of short text fragments (by wikipedia entities)

P Ferragina, U Scaiella - Proceedings of the 19th ACM international …, 2010 - dl.acm.org
We designed and implemented TAGME, a system that is able to efficiently and judiciously
augment a plain-text with pertinent hyperlinks to Wikipedia pages. The specialty of TAGME …

Short text classification in twitter to improve information filtering

B Sriram, D Fuhry, E Demir… - Proceedings of the 33rd …, 2010 - dl.acm.org
In microblogging services such as Twitter, the users may become overwhelmed by the raw
data. One solution to this problem is the classification of short text messages. As short texts …

Unsupervised sentiment analysis with emotional signals

X Hu, J Tang, H Gao, H Liu - … of the 22nd international conference on …, 2013 - dl.acm.org
The explosion of social media services presents a great opportunity to understand the
sentiment of the public via analyzing its large-scale and opinion-rich data. In social media, it …

Exploiting social relations for sentiment analysis in microblogging

X Hu, L Tang, J Tang, H Liu - Proceedings of the sixth ACM international …, 2013 - dl.acm.org
Microblogging, like Twitter and Sina Weibo, has become a popular platform of human
expressions, through which users can easily produce content on breaking news, public …

Fast and accurate annotation of short texts with wikipedia pages

P Ferragina, U Scaiella - IEEE software, 2011 - ieeexplore.ieee.org
Several recent software systems have been designed to obtain novel annotation of cross-
referencing text fragments and Wikipedia pages. Tagme is state of the art in this setting and …

[PDF][PDF] Short text classification improved by learning multi-granularity topics

M Chen, X **, D Shen - Twenty-second international joint conference on …, 2011 - ijcai.org
Understanding the rapidly growing short text is very important. Short text is different from
traditional documents in its shortness and sparsity, which hinders the application of …

Text analytics in social media

X Hu, H Liu - Mining text data, 2012 - Springer
The rapid growth of online social media in the form of collaborativelycreated content
presents new opportunities and challenges to both producers and consumers of information …