Deep sentiment classification and topic discovery on novel coronavirus or COVID-19 online discussions: NLP using LSTM recurrent neural network approach

H Jelodar, Y Wang, R Orji… - IEEE Journal of Biomedical …, 2020 - ieeexplore.ieee.org
Internet forums and public social media, such as online healthcare forums, provide a
convenient channel for users (people/patients) concerned about health issues to discuss …

[HTML][HTML] On mining latent topics from healthcare chat logs

T Wang, Z Huang, C Gan - Journal of biomedical informatics, 2016 - Elsevier
Background Public and internet-based social media such as online healthcare-oriented chat
groups provide a convenient channel for patients and people concerned about health to …

Corrective language modeling for large vocabulary ASR with the perceptron algorithm

B Roark, M Saraclar, M Collins - 2004 IEEE International …, 2004 - ieeexplore.ieee.org
This paper investigates error-corrective language modeling using the perceptron algorithm
on word lattices. The resulting model is encoded as a weighted finite-state automaton, and is …

LA-LDA: a limited attention topic model for social recommendation

JH Kang, K Lerman, L Getoor - International conference on social …, 2013 - Springer
Social media users have finite attention which limits the number of incoming messages from
friends they can process. Moreover, they pay more attention to opinions and …

Classification systems in the light of sociology of knowledge

Y Keshet - Journal of Documentation, 2011 - emerald.com
Purpose–Classification is an important process in making sense of the world, and has a
pronounced social dimension. This paper aims to compare folksonomy, a new social …

Automatically constructing semantic web services from online sources

JL Ambite, S Darbha, A Goel, CA Knoblock… - The Semantic Web …, 2009 - Springer
The work on integrating sources and services in the Semantic Web assumes that the data is
either already represented in RDF or OWL or is available through a Semantic Web Service …

Temporal dynamics of communities in social bookmarking systems

S Kashoob, J Caverlee - Social Network Analysis and Mining, 2012 - Springer
Unprecedented growth in social bookmarking systems is making accessible the
perspectives of millions of users on online content. This makes possible the ability to detect …

The Value of Plurality in 'The Network with a Thousand Entrances'

R Siemens, A Arbuckle, L Seatter… - … of Humanities and …, 2017 - euppublishing.com
This contribution reflects on the value of plurality in the 'network with a thousand entrances'
suggested by McCarty (http://goo. gl/H3HAfs), and others, in association with approaching …

Clustering blog posts using tags and relations in the blogosphere

Y Zhang, K Gao, B Zhang, J Guo… - 2009 First International …, 2009 - ieeexplore.ieee.org
Clustered Web pages, such as blog posts, could be used to improve Web search. In this
paper, we propose a folksonomy extending framework using relations in the Blogosphere …

[PDF][PDF] Constructing folksonomies by integrating structured metadata with relational clustering

A Plangprasopchok, K Lerman, L Getoor - Workshops at the Twenty …, 2010 - cdn.aaai.org
Many social Web sites allow users to annotate the content with descriptive metadata, such
as tags, and more recently also to organize content hierarchically. These types of structured …