Nowadays, every business focuses on customer relationship management (CRM) to deliver their customers better services and to establish a competitive advantage over their …
M Ojeda-Hernández, D López-Rodríguez… - International Journal of …, 2023 - Elsevier
In this paper, we present a novel approach for sentiment analysis that uses Formal Concept Analysis (FCA) to create dictionaries for classification. Unlike other methods that rely on pre …
Y Wu, X Wang, W Zhao, X Lv - Information Sciences, 2023 - Elsevier
In community question answering, many questions have no topic labeling or the topic labeling is very diverse, which has become the biggest obstacle to building the bridge …
This work is a detailed companion reproducibility paper of the methods and experiments proposed by Lastra-Díaz and García-Serrano in (2015, 2016)[56–58], which introduces the …
Y Mi, Z Wang, P Quan, Y Shi - European Journal of Operational Research, 2024 - Elsevier
In dynamic environments, making classification decisions based on classical intelligent decision support systems is a challenge, as the classification performance of decision …
K Shi, C Gong, H Lu, Y Zhu, Z Niu - Future Generation Computer Systems, 2020 - Elsevier
In recent years, frequent meteorological disasters have caused great concern to people. It is particularly important to timely detect the meteorological events and release early warning …
C Huang, G He - arXiv preprint arXiv:2410.00927, 2024 - arxiv.org
Text clustering remains valuable in real-world applications where manual labeling is cost- prohibitive. It facilitates efficient organization and analysis of information by grouping similar …
K Xiao, Z Qian, B Qin - Information Sciences, 2021 - Elsevier
Topic detection aims to discover valuable topics from the massive online news. It can help people to capture what is happening in real world and alleviate the burden of information …
QZ Dai, ZY Xiong, J Xie, XX Wang, YF Zhang… - Information Systems, 2019 - Elsevier
Cluster analysis plays an important role in identifying the natural structure of the target dataset. It has been widely used in many fields, such as pattern recognition, machine …