Opinion mining from online hotel reviews–a text summarization approach

YH Hu, YL Chen, HL Chou - Information Processing & Management, 2017 - Elsevier
Online travel forums and social networks have become the most popular platform for sharing
travel information, with enormous numbers of reviews posted daily. Automatically generated …

Improving text summarization of online hotel reviews with review helpfulness and sentiment

CF Tsai, K Chen, YH Hu, WK Chen - Tourism Management, 2020 - Elsevier
The considerable volume of online reviews for today's hotels are is difficult for review
readers to manually process. Automatic review summarizations are a promising direction for …

[HTML][HTML] A survey on opinion summarization techniques for social media

ME Moussa, EH Mohamed, MH Haggag - Future Computing and …, 2018 - Elsevier
The volume of data on the social media is huge and even keeps increasing. The need for
efficient processing of this extensive information resulted in increasing research interest in …

A survey on abstractive text summarization

N Moratanch, S Chitrakala - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
Text Summarization is the task of extracting salient information from the original text
document. In this process, the extracted information is generated as a condensed report and …

Towards a social and context-aware mobile recommendation system for tourism

R Colomo-Palacios, FJ García-Peñalvo… - Pervasive and Mobile …, 2017 - Elsevier
Loyalty in tourism is one of the main concerns for tourist organizations and researchers
alike. Recently, technology in general and CRM and social networks in particular have been …

[HTML][HTML] A hybrid deep learning architecture for opinion-oriented multi-document summarization based on multi-feature fusion

A Abdi, S Hasan, SM Shamsuddin, N Idris… - Knowledge-Based …, 2021 - Elsevier
Opinion summarization is a process to produce concise summaries from a large number of
opinionated texts. In this paper, we present a novel deep-learning-based method for the …

Machine learning-based multi-documents sentiment-oriented summarization using linguistic treatment

A Abdi, SM Shamsuddin, S Hasan, J Piran - Expert Systems with …, 2018 - Elsevier
Sentiment summarization is the process of automatically creating a compressed version of
the opinionated information expressed in a text. This paper presents a machine learning …

[图书][B] Social data analytics

A Beheshti, S Ghodratnama, M Elahi, H Farhood - 2022 - taylorfrancis.com
This book is an introduction to social data analytics along with its challenges and
opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on …

QMOS: Query-based multi-documents opinion-oriented summarization

A Abdi, SM Shamsuddin, RM Aliguliyev - Information Processing & …, 2018 - Elsevier
Sentiment analysis concerns the study of opinions expressed in a text. This paper presents
the QMOS method, which employs a combination of sentiment analysis and summarization …

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 …