Social networking data analysis tools & challenges

A Sapountzi, KE Psannis - Future Generation Computer Systems, 2018 - Elsevier
Abstract Online Social Network's (OSN) considered a spark that burst the Big Data era. The
unfolding of every event, breaking new or trend flows in real time inside OSN triggering a …

A survey of data representation for multi-modality event detection and evolution

K Xiao, Z Qian, B Qin - Applied Sciences, 2022 - mdpi.com
Featured Application Specific application include detect hot events and monitor the
development of events, potential applications include public opinion regulatory, monitor …

On the dynamics of social media popularity: A YouTube case study

F Figueiredo, JM Almeida, MA Gonçalves… - ACM Transactions on …, 2014 - dl.acm.org
Understanding the factors that impact the popularity dynamics of social media can drive the
design of effective information services, besides providing valuable insights to content …

[PDF][PDF] Sentiment analysis and topic detection of Spanish tweets: A comparative study of of NLP techniques

AF Anta, LN Chiroque, P Morere… - … del lenguaje natural, 2013 - journal.sepln.org
Sentiment Analysis and Topic Detection of Spanish Tweets: A Comparative Study of NLP
Techniques Page 1 Sentiment Analysis and Topic Detection of Spanish Tweets: A Comparative …

Formal concept analysis for topic detection: a clustering quality experimental analysis

Á Castellanos, J Cigarrán, A García-Serrano - Information Systems, 2017 - Elsevier
Abstract The Topic Detection task is focused on discovering the main topics addressed by a
series of documents (eg, news reports, e-mails, tweets). Topics, defined in this way, are …

Trendlearner: Early prediction of popularity trends of user generated content

F Figueiredo, JM Almeida, MA Gonçalves… - Information …, 2016 - Elsevier
Predicting the popularity of user generated content (UGC) is a valuable task to content
providers, advertisers, as well as social media researchers. However, it is also a challenging …

CityPulse: A Platform Prototype for Smart City Social Data Mining

M Giatsoglou, D Chatzakou, V Gkatziaki… - Journal of the …, 2016 - Springer
Cities experience radical shifts from conventional areas of fragmented services and
interactions, to whole-of-service and end-to-end providers, while their citizens are …

Stance prediction for russian: data and analysis

N Lozhnikov, L Derczynski, M Mazzara - Proceedings of 6th International …, 2020 - Springer
Stance detection is a critical component of rumour and fake news identification. It involves
the extraction of the stance a particular author takes related to a given claim, both expressed …

A step forward for Topic Detection in Twitter: An FCA-based approach

J Cigarrán, Á Castellanos, A García-Serrano - Expert Systems with …, 2016 - Elsevier
Abstract The Topic Detection Task in Twitter represents an indispensable step in the
analysis of text corpora and their later application in Online Reputation Management …

KDE based outlier detection on distributed data streams in multimedia network

Z Zheng, HY Jeong, T Huang, J Shu - Multimedia Tools and Applications, 2017 - Springer
Multimedia networks hold the promise of facilitating large-scale, real-time data processing in
complex environments. Their foreseeable applications will help protect and monitor military …