@inproceedings{a537aff4f8fc424aafbb0b16b5b15cfb,
title = "A Feature-Enhanced Service Function Vector Generation Method for Web API Clustering",
abstract = "The brevity of service function descriptions often results in feature sparsity and incompleteness of service function vectors generated by topic models. To improve the quality of service function vectors generated by topic modes, this paper proposes an enhanced service function vector generation method suitable for Web API clustering. We design a context-based feature word extraction method for service description text and construct a topic probability correction factor. The topic features of service function vectors are enhanced by applying feature word extraction and probability correction. Experiment results show that the service function vector with the enhanced topic can significantly improve the service clustering quality.",
keywords = "Web service, feature word, probability correction, service clustering",
author = "Qingxue Liu and Zhiyu Li and Yanxia Sun and Hongyu Xu and Xia Wang and Jirong Zhang",
note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 6th IEEE International Conference on Electronic Information and Communication Technology, ICEICT 2023 ; Conference date: 21-07-2023 Through 24-07-2023",
year = "2023",
doi = "10.1109/ICEICT57916.2023.10245261",
language = "English",
series = "2023 IEEE 6th International Conference on Electronic Information and Communication Technology, ICEICT 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "634--637",
booktitle = "2023 IEEE 6th International Conference on Electronic Information and Communication Technology, ICEICT 2023",
address = "United States",
}