A survey on classification techniques for opinion mining and sentiment analysis

F Hemmatian, MK Sohrabi - Artificial intelligence review, 2019 - Springer
Opinion mining is considered as a subfield of natural language processing, information
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …

Modeling trajectories with recurrent neural networks

H Wu, Z Chen, W Sun, B Zheng, W Wang - 2017 - ink.library.smu.edu.sg
Modeling trajectory data is a building block for many smart-mobility initiatives. Existing
approaches apply shallow models such as Markov chain and inverse reinforcement learning …

An efficient preprocessing method for supervised sentiment analysis by converting sentences to numerical vectors: a twitter case study

MK Sohrabi, F Hemmatian - Multimedia tools and applications, 2019 - Springer
Along with the significant growth of social media, individuals and companies are
increasingly receiving public opinions which direct their decisions. Opinion mining, which is …

Sentiment analysis on Urdu tweets using Markov chains

Z Nasim, S Ghani - SN Computer Science, 2020 - Springer
This paper presents a sentiment analysis approach based on Markov chains for predicting
the sentiment of Urdu tweets. Sentiment analysis has been a focus of natural language …

A new perspective for computational social systems: Fuzzy modeling and reasoning for social computing in CPSS

T Wang, Y Zhu, P Ye, W Gong, H Lu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The evolution of modern mobile terminals, social networks, and other intelligent services
makes everyone become a ubiquitous information perceiver, producer, and propagator. Also …

[PDF][PDF] Opinion Stream Mining.

M Spiliopoulou, E Ntoutsi, M Zimmermann - 2017 - aiml-research.github.io
Opinion stream mining aims at learning and adaptation of a polarity model over a stream of
opinionated documents, ie, documents associated with a polarity. They comprise a valuable …

[PDF][PDF] Aspect Based Classification Model for Social Reviews.

J Mir, A Mahmood, S Khatoon - Engineering, Technology & Applied …, 2017 - core.ac.uk
Aspect based opinion mining investigates deeply, the emotions related to one's aspects.
Aspects and opinion word identification is the core task of aspect based opinion mining. In …

[PDF][PDF] Modeling trajectories with recurrent neural networks.(2017)

H WU, Z CHEN, W SUN, B ZHENG… - Proceedings of the 26th … - ink.library.smu.edu.sg
Modeling trajectory data is a building block for many smart-mobility initiatives. Existing
approaches apply shallow models such as Markov chain and inverse reinforcement learning …

[PDF][PDF] Product attribute value classification from unstructured text in e-commerce

RC Trietsch - 2016 - pure.tue.nl
Online retailers are gaining more market share of the retail market, as they are able to
provide three important services for their customers: speed, choice and comfort. Since this …

[PDF][PDF] Product Review Summarization: A Multi-Method Combination Approach with Empirical Evaluation

B Tumele - ke-tud.github.io
Studies have shown that product reviews have a significant influence on the purchase
decisions of customers. 1 With Web 2.0 the amount of reviews is increasing day by day …