Reviewer credibility and sentiment analysis based user profile modelling for online product recommendation

S Hu, A Kumar, F Al-Turjman, S Gupta, S Seth - Ieee Access, 2020 - ieeexplore.ieee.org
… Section V presents the experimentation and results followed by conclusion and future work
in … Opinionated sentences are input to the next component, that is the unigram and bigram …

A distantly supervised approach for enriching product graphs with user opinions

J Moreira, T de Melo, L Barbosa, A Silva - Journal of Intelligent Information …, 2022 - Springer
… an extensive experimental evaluation on five product categories of … opinionated sentences
in the reviews on a particular product; … review in R contains opinions about one of the products

[HTML][HTML] Recommendation systems and convergence of online reviews: The type of product network matters!

DR Stöckli, H Khobzi - Decision Support Systems, 2021 - Elsevier
… researchers classify a text as opinionated (subjective) or not opinionated (objective, factual).
… , most preferably, experimental design to conduct a more robust causal inference regarding …

Explainable recommendation with comparative constraints on product aspects

TH Le, HW Lauw - Proceedings of the 14th ACM International …, 2021 - dl.acm.org
Experiments on public datasets of several product categories … better recommendation
accuracies and intuitive explanations. … What we find more persuasive is that those products are …

[PDF][PDF] Suggestion Mining from Opinionated Text of Big Social Media Data.

Y Alotaibi, MN Malik, HH Khan, A Batool… - … , Materials & Continua, 2021 - researchgate.net
… aimed at improving suggestion mining results by experimenting with the … further improvements.
Therefore, this study proposed a suggestion mining process to improve the results further

Why this recommendation?: Explainable product recommendations with ontological knowledge reasoning

V Kamma, DT Santosh, S Gutta - Recommender Systems, 2021 - taylorfrancis.com
… presents the details of the datasets used for this experiment. … In future, this recommender
system is integrated with the user’… the explanations to the recommendations more transparent. …

Counterfactual review-based recommendation

K Xiong, W Ye, X Chen, Y Zhang, WX Zhao… - Proceedings of the 30th …, 2021 - dl.acm.org
… in our experiments, and we left more advanced methods as the … We base our experiments
on the Amazon and Yelp … dataset, containing user review information on the products from 25 …

Product Recommendation using User Preference and Online Opinion Reviews

S Jain, NK Nagwani - 2021 2nd International Conference for …, 2021 - ieeexplore.ieee.org
… mobile review “This phones camera has got good image quality, but battery is bad” there are
two opinionated … For further processing stemming and lemmatizing operation is performed. …

Opinion-aware answer generation for review-driven question answering in e-commerce

Y Deng, W Zhang, W Lam - Proceedings of the 29th ACM International …, 2020 - dl.acm.org
Experimental results show that our method achieves superior … and effectively generate
opinionated and informative answers. … generate more meaningful and helpful answers for product-…

Unsupervised tag recommendation for popular and cold products

A Konjengbam, N Kumar, M Singh - Journal of Intelligent Information …, 2020 - Springer
… rules to make them more informative. Our proposed Tagging … on tagging opinionated
documents, such as product reviews and … To perform our experiments, we consider product