Deep learning for aspect-based sentiment analysis: a comparative review
The increasing volume of user-generated content on the web has made sentiment analysis
an important tool for the extraction of information about the human emotional state. A current …
an important tool for the extraction of information about the human emotional state. A current …
[HTML][HTML] A recent overview of the state-of-the-art elements of text classification
The aim of this study is to provide an overview the state-of-the-art elements of text
classification. For this purpose, we first select and investigate the primary and recent studies …
classification. For this purpose, we first select and investigate the primary and recent studies …
Machine learning and deep learning for sentiment analysis across languages: A survey
The inception and rapid growth of the Web, social media, and other online forums have
resulted in the continuous and rapid generation of opinionated textual data. Several real …
resulted in the continuous and rapid generation of opinionated textual data. Several real …
A survey on classification techniques for opinion mining and sentiment analysis
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 …
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …
A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA
B Ozyurt, MA Akcayol - Expert Systems with Applications, 2021 - Elsevier
With the widespread use of social networks, blogs, forums and e-commerce web sites, the
volume of user generated textual data is growing exponentially. User opinions in product …
volume of user generated textual data is growing exponentially. User opinions in product …
Fake review detection in e-Commerce platforms using aspect-based sentiment analysis
Consumers rely on internet user reviews. Existing sentiment-based detection systems fail to
capture consumer feelings regarding numerous aspects of products or services which …
capture consumer feelings regarding numerous aspects of products or services which …
[HTML][HTML] Natural language processing applied to tourism research: A systematic review and future research directions
The social networks and the rapid development of new technologies have led to
considerable changes in the tourism industry. Artificial intelligence, in particular natural …
considerable changes in the tourism industry. Artificial intelligence, in particular natural …
Aspect-based sentiment analysis using smart government review data
Digital resources such as smart applications reviews and online feedback information are
important sources to seek customers' feedback and input. This paper aims to help …
important sources to seek customers' feedback and input. This paper aims to help …
Transportation sentiment analysis using word embedding and ontology-based topic modeling
Social networks play a key role in providing a new approach to collecting information
regarding mobility and transportation services. To study this information, sentiment analysis …
regarding mobility and transportation services. To study this information, sentiment analysis …
Aspect based sentiment analysis using deep learning approaches: A survey
The wealth of unstructured text on the online web portal has made opinion mining the most
thrust area for researchers, academicians, and businesses to extract information for …
thrust area for researchers, academicians, and businesses to extract information for …