Selecting a characteristic set of reviews

T Lappas, M Crovella, E Terzi - Proceedings of the 18th ACM SIGKDD …, 2012 - dl.acm.org
Online reviews provide consumers with valuable information that guides their decisions on a
variety of fronts: from entertainment and shop** to medical services. Although the …

A comprehensive survey on aspect-based sentiment analysis

K Yadav, N Kumar, PKR Maddikunta… - International …, 2021 - inderscienceonline.com
Aspect-based sentiment analysis (ABSA) is the sub-field of natural language processing that
deals with breaking or splitting texts into aspects and then classification into sentiments like …

Recommendation of high quality representative reviews in e-commerce

D Paul, S Sarkar, M Chelliah, C Kalyan… - Proceedings of the …, 2017 - dl.acm.org
Many users of e-commerce portals commonly use customer reviews for making purchase
decisions. But a product may have tens or hundreds of diverse reviews leading to …

Analyzing tourism information on twitter for a local city

K Shimada, S Inoue, H Maeda… - 2011 First ACIS …, 2011 - ieeexplore.ieee.org
Tourism for a local city is one of the most important key industries. The Web contains much
information for the tourism, such as impressions and sentiments about sightseeing areas …

Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques

N Hayatin, S Alias, LP Hung - Knowledge and Information Systems, 2024 - Springer
Sentiment Summarization is an automated technology that extracts important features of
sentences and then reorganizes selected words or sentences by their aspect class and …

Scalable aspect-based summarization in the hadoop environment

K Krishnakumari, E Sivasankar - Big data analytics: Proceedings of CSI …, 2018 - Springer
In the present-day scenario, selecting a good product is a cumbersome process. The
reviews from the shop** sites may confuse the user while purchasing the product. It …

[HTML][HTML] A joint summarization and pre-trained model for review-based recommendation

Y Bai, Y Li, L Wang - Information, 2021 - mdpi.com
Currently, reviews on the Internet contain abundant information about users and products,
and this information is of great value to recommendation systems. As a result, review-based …

Dataset construction via attention for aspect term extraction with distant supervision

A Giannakopoulos, D Antognini… - … Conference on Data …, 2017 - ieeexplore.ieee.org
Aspect Term Extraction (ATE) detects opinionated aspect terms in sentences or text spans,
with the end goal of performing aspect-based sentiment analysis. The small amount of …

[PDF][PDF] Selecting Comparative Sets of Reviews Across Multiple Items

TH Le, HW Lauw - EDBT, 2025 - openproceedings.org
While choosing among several products, users may look up reviews from each product they
are considering. Due to the large number of reviews of products, selecting representative …

Product-oriented review summarization and scoring

R Zhang, W Yu, C Sha, X He, A Zhou - Frontiers of Computer Science, 2015 - Springer
Currently, there are many online review web sites where consumers can freely write
comments about different kinds of products and services. These comments are quite useful …