Complementary aspect-based opinion mining

Y Zuo, J Wu, H Zhang, D Wang… - … on Knowledge and Data …, 2017 - ieeexplore.ieee.org
… In Section 2, we define the complementary aspect-based opinion mining problem. In
Sections 3.1 and 4, we propose the CAMEL model and give the inference method. The non…

Complementary aspect-based opinion mining across asymmetric collections

Y Zuo, J Wu, H Zhang, D Wang, H Lin… - … on Data Mining, 2015 - ieeexplore.ieee.org
… consistent or diversed opinions? To answer these questions, we first need an aspect-based
opinion mining model for capturing public concerns and opinions simultaneously from text …

Complementary learning of aspect terms for aspect-based sentiment analysis

H Qin, Y Tian, F Xia, Y Song - Proceedings of the Thirteenth …, 2022 - aclanthology.org
Aspect-based sentiment analysis (ABSA) is an important task in natural language processing
(NLP). It aims to detect the sentiment polarity of a given aspect term in an input sentence. …

[PDF][PDF] A Technical Survey on Complementary Aspect-Based Opinion Mining Techniques

S Rahmath, MB KT - sngasc.ac.in
… Therefore aspect based opinion mining is favored in this occupation. This paper mainly
focuses on the aspect based opinion mining. The center works in aspect based opinion mining is …

[PDF][PDF] A Survey On Complementary Aspect Based Opinion Targets With Opinion Words Co-Extraction In Opinion Mining

MU Nanavare, D Patil - ijctjournal.org
… Disadvantages of existing works are cannot precisely detect the opinion relations among …
a novel Complementary Aspect based Opinion Targets with Opinion Words Co-Extraction

On the design of LDA models for aspect-based opinion mining

S Moghaddam, M Ester - Proceedings of the 21st ACM international …, 2012 - dl.acm.org
Aspect-based opinion mining, which aims to extract aspects and their corresponding ratings
… In this paper, we present a set of design guidelines for aspect-based opinion mining by …

Combining argumentation and aspect-based opinion mining: The smack system

M Dragoni, C da Costa Pereira… - AI …, 2018 - content.iospress.com
extraction of the relevant and debated opinions from online social media and commercial
websites is an emerging task in the opinion mining … SMACk, our opinion summary system built …

Mining the opinionated web: classification and detection of aspect contexts for aspect based sentiment analysis

O Araque, G Zhu, M García-Amado… - … on data mining …, 2016 - ieeexplore.ieee.org
… Understanding user opinion about different aspects … aspect-based sentiment analysis
consists of three phases: aspect category detection, Opinion Target Extraction (OTE) and sentiment

[PDF][PDF] Complementary Aspect-Based Opinion Mining across Asymmetric Collections Using CAMEL

GN Mounika, GK Havilah, G Tatayyanaidu - core.ac.uk
… We propose CAMEL, a novel theme model for complementary aspect-based opinion mining
across asymmetric collections CAMEL picks up data complementarity by demonstrating …

Cascaded convolutional neural networks for aspect-based opinion summary

X Gu, Y Gu, H Wu - Neural Processing Letters, 2017 - Springer
… This has bred a new line of data mining research on aspect-based opinion summary (AOS)
[… One complete round of cross-validation involves partitioning the dataset into complementary