Topic Modeling: Perspectives From a Literature Review

Literature Survey on Topic Modeling

Topic Modeling refers to a suit of algorithms that gives us an insight of the ‘latent’ semantic topics or themes in a collection of documents. This survey provides a brief classification of different topic modeling techniques and an introductory overview of the most popular topic modeling technique LDA (latent Dirichlet Allocation) and some of its extensions. This survey also summarizes few app...

f/sla from learner perspectives: a social activity or a cognitive process

in the past couple of decades sociocultural theory of sla and its implications in efl contexts have attracted attentions of research circles worldwide and aroused some controversies. firth and wagner (1997) have questioned the principles of the cognitive view which gives importance to mental constructs in favor of sociocultural view which highlights social and contextual constructs. but if soci...

Fostering Creativity from Constructivist Perspectives A Literature Review

In Malaysia, the current technology development and industrial demands has called for more graduates who are capable to creatively solve the complex engineering problems. Without creativity, graduates are facing difficulties, particularly in solving problems which concerns time efficiency, cost saving, and risk taking with regards to the output they produced. Within this, Problem Based Learning...

A review of credit card literature: perspectives from consumers

ScienceWISE: Topic Modeling over Scientific Literature Networks

We provide an up-to-date view on the knowledge management system ScienceWISE (SW) and address issues related to the automatic assignment of articles to research topics. So far, SW has been proven to be an effective platform for managing large volumes of technical articles by means of ontological concept-based browsing. However, as the publication of research articles accelerates, the expressivi...