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NAFM: Neural and Attentional Factorization Machine for Web API Recommendation

2020 IEEE International Conference on Web Services (ICWS), 2020
With the wide adoption of SOA (Service Oriented Architecture), a massive amount of innovative applications emerge on the Internet. One of the popular representations is Mashup composed of multiple Web APIs.
Guosheng Kang   +3 more
semanticscholar   +1 more source

Regularizing Matrix Factorization with Implicit User Preference Embeddings for Web API Recommendation

IEEE International Conference on Services Computing, 2019
Mashups have emerged as a popular technique, which composes value-added web services/APIs, to realize some complicated business needs. The rapid increase in the number of similarly functional web APIs, makes it challenging to find relevant ones for ...
K. K. Fletcher
semanticscholar   +1 more source

A Knowledge Graph Based Framework for Web API Recommendation

World Congress on Services, 2019
The rapid increase in the number of functionally similar web APIs, demands some web API recommender system (RS), to reduce the myriad of web APIs, during web API selection.
Benjamin A. Kwapong, K. K. Fletcher
semanticscholar   +1 more source

Towards Extracting Web API Specifications from Documentation

IEEE Working Conference on Mining Software Repositories, 2018
Web API specifications are machine-readable descriptions of APIs. These specifications, in combination with related tooling, simplify and support the consumption of APIs.
Jinqiu Yang   +4 more
semanticscholar   +1 more source

An Empirical Study of Web API Versioning Practices

International Conference on Web Engineering, 2023
Souhaila Serbout, Cesare Pautasso
semanticscholar   +1 more source

A Reinforcement Learning Approach to Web API Recommendation for Mashup Development

World Congress on Services, 2019
This paper presents an approach to web API recommendation for mashup development using reinforcement learning (RL). Specifically, we present a RL approach, capable of adapting to the dynamic nature of web API quality properties to recommend web APIs for ...
R. Anarfi, K. K. Fletcher
semanticscholar   +1 more source

Web API recommendation based on service cooperative network

International Conference on Applied System Innovation, 2017
Representational state transfer (REST) is the current design standard for Web Application Programmable Interfaces (Web APIs or APIs). Unfortunately, existing Web API search engines allow for only keyword or tag-based searches for RESTful services without
Shang-Pin Ma   +3 more
semanticscholar   +1 more source

Web API recommendation via combining graph attention representation and deep factorization machines quality prediction

Concurrency and Computation, 2022
Buqing Cao   +6 more
semanticscholar   +1 more source

An Empirical Study on the Reliability of the Web API Document

Asia-Pacific Software Engineering Conference, 2018
The importance of APIs in software development, especially web APIs, has increased Developers read documentation, which is available on the internet, and use the corresponding APIs in their products. However, documentation occasionally contains mistakes.
Masaki Hosono   +3 more
semanticscholar   +1 more source

Web API Search: Discover Web API and Its Endpoint with Natural Language Queries

International Conference on Web Services, 2020
Lei Liu   +3 more
semanticscholar   +1 more source

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