Servicebert: A pre-trained model for web service tagging and recommendation
Pre-trained models have shown their significant values on a number of natural language
processing (NLP) tasks. However, there is still a lack of corresponding work in the field of …
processing (NLP) tasks. However, there is still a lack of corresponding work in the field of …
Topic-aware web service representation learning
The advent of Service-Oriented Architecture (SOA) has brought a fundamental shift in the
way in which distributed applications are implemented. An overwhelming number of Web …
way in which distributed applications are implemented. An overwhelming number of Web …
Ta-blstm: tag attention-based bidirectional long short-term memory for service recommendation in mashup creation
The service-oriented architecture makes it possible for developers to create value-added
Mashup applications by composing multiple available Web services. Due to the …
Mashup applications by composing multiple available Web services. Due to the …
Service recommendation based on contrastive learning and multi-task learning
T Yu, L Zhang, H Liu, H Liu, JJ Wang - Computer Communications, 2024 - Elsevier
Abstract Service recommendation is an efficient method for service-oriented software that
can improve software quality. Applications often require the integration of multiple services …
can improve software quality. Applications often require the integration of multiple services …
Functional and contextual attention-based LSTM for service recommendation in mashup creation
Service recommendation is a fundamental task in many application environments (eg,
Mashup creation and cloud computing). In the past, various methods have been proposed to …
Mashup creation and cloud computing). In the past, various methods have been proposed to …
A spatial and sequential combined method for web service classification
With the growing prosperity of the Web service ecosystem, high-quality service classification
has become an essential requirement. Web service description documents are semantic …
has become an essential requirement. Web service description documents are semantic …
Long tail service recommendation based on cross-view and contrastive learning
Choosing appropriate Web services to create new applications plays a significant role for
service-based development. The general service recommendation approaches usually …
service-based development. The general service recommendation approaches usually …
A deep neural network with multiplex interactions for cold-start service recommendation
As service-oriented computing (SOC) technologies gradually mature, developing service-
based systems (such as mashups) has become increasingly popular in recent years. Faced …
based systems (such as mashups) has become increasingly popular in recent years. Faced …
Multi-representation web service recommendation system based on attention mechanism
D Dang, B Guo, T Fang, Y Zhang - Knowledge and Information Systems, 2024 - Springer
Recently, mashup developers seek to integrate multiple services with complementary
functionalities from a large amount of web services. With so many available web services, it …
functionalities from a large amount of web services. With so many available web services, it …
Co-attentive representation learning for web services classification
The rapid adoption of services-related technologies, such as cloud computing, has lead to
the explosive growth of web services. Automated service classification that groups web …
the explosive growth of web services. Automated service classification that groups web …