Detecting latent topics and trends in blended learning using LDA topic modeling

B Yin, CH Yuan - Education and Information Technologies, 2022 - Springer
With the rapid application of blended learning around the world, a large amount of literature
has been accumulated. The analysis of the main research topics and development trends …

Implementation and comparison of topic modeling techniques based on user reviews in e-commerce recommendations

D Chehal, P Gupta, P Gulati - Journal of Ambient Intelligence and …, 2021 - Springer
These days users are able to save their time and effort by purchasing products online via
various e-commerce websites. Their experience with a product exists in the form of textual …

Aspect-Based Sentiment Words and Their Polarities Using Chi-Square Test

P Bhagat, PD Korkankar, JD Pawar - Computación y Sistemas, 2023 - scielo.org.mx
Most of the user-preferred products on e-commerce websites are accompanied by a
massive number of product reviews and manually analyzing each review to understand the …

ReviewCraft: A Word2Vec Driven System Enhancing User-Written Reviews

S Gaurav, B Pradnya, DP Jyoti - Proceedings of the 20th …, 2023 - aclanthology.org
The significance of online product reviews has become indispensable for customers in
making informed buying decisions, while e-commerce platforms use them to fine tune their …

[PDF][PDF] Are User-Generated Item Reviews Actually Beneficial for Recommendation?

TH Kao, L Dahm, T Eichinger - KaRS@ RecSys, 2022 - ceur-ws.org
User-generated item reviews are widely believed to represent a valuable source of
information for recommendation. However, a recent empirical analysis of review-based …

[HTML][HTML] A Product Review Writing Recommender System based on LDA and TF-IDF

P Bhagat, JD Pawar - Computación y Sistemas, 2022 - scielo.org.mx
Twitter is a micro-blogging platform where people broadcast their views and opinions to
fellow users in crisp messages called Tweets. However, the platform's format of restricted …