Data science in economics: comprehensive review of advanced machine learning and deep learning methods

S Nosratabadi, A Mosavi, P Duan, P Ghamisi, F Filip… - Mathematics, 2020 - mdpi.com
This paper provides a comprehensive state-of-the-art investigation of the recent advances in
data science in emerging economic applications. The analysis is performed on the novel …

A systematic review of social network sentiment analysis with comparative study of ensemble-based techniques

D Tiwari, B Nagpal, BS Bhati, A Mishra… - Artificial Intelligence …, 2023 - Springer
Sentiment Analysis (SA) of text reviews is an emerging concern in Natural Language
Processing (NLP). It is a broadly active method for analyzing and extracting opinions from …

Aggregating customer review attributes for online reputation generation

A Benlahbib - IEEE Access, 2020 - ieeexplore.ieee.org
In this paper, we face the problem of generating reputation for movies, products, hotels,
restaurants and services by mining customer reviews expressed in natural language. To the …

Multihop trust evaluation using memory integrity in wireless sensor networks

SS Desai, MJ Nene - IEEE Transactions on Information …, 2021 - ieeexplore.ieee.org
Research efforts in trust evaluation has evolved to provide security in Wireless Sensor
Networks (WSNs), while being dependent on external parameters and network topology …

Cross-platform reputation generation system based on aspect-based sentiment analysis

A Boumhidi, A Benlahbib - IEEE Access, 2021 - ieeexplore.ieee.org
The active growth of Internet-based applications such as social networks and e-commerce
websites leads people to generate a tremendous amount of opinions and reviews about …

An effective hybrid approach for forecasting currency exchange rates

ML Shen, CF Lee, HH Liu, PY Chang, CH Yang - Sustainability, 2021 - mdpi.com
Accurately forecasting the movement of exchange rates is of interest in a variety of fields,
such as international business, financial management, and monetary policy, though this is …

Behavioural economics: What have we missed? Exploring 'classical'behavioural economics roots in AI, cognitive psychology and complexity theory

SJ Bickley, B Torgler - Handbook of Research Methods in …, 2023 - elgaronline.com
Behavioural economics (BE)'tries to explain (and ultimately, to apply these findings into
practice) why individuals frequently make [seemingly] irrational choices, and why and how …

MTVRep: A movie and TV show reputation system based on fine-grained sentiment and semantic analysis

A Benlahbib - International Journal of Electrical and …, 2021 - search.proquest.com
Customer reviews are a valuable source of information from which we can extract very
useful data about different online shop** experiences. For trendy items (products, movies …

MINING ONLINE REVIEWS TO SUPPORT CUSTOMERS'DECISION-MAKING PROCESS IN E-COMMERCE PLATFORMS: A NARRATIVE LITERATURE REVIEW

A Benlahbib, A Boumhidi, EH Nfaoui - Journal of Organizational …, 2022 - Taylor & Francis
By dint of the massive daily production of user-generated content (textual reviews) in E-
commerce platforms, the need to automatically process it and extract different types of …

Customized reputation generation of entities using sentiment analysis

A Gupta, S Priyani, R Balakrishnan - World Journal of Engineering, 2021 - emerald.com
Purpose In this study, the authors have used the customer reviews of books and movies in
natural language for the purpose of sentiment analysis and reputation generation on the …