Uncovering LLMs for service-composition: challenges and opportunities

RD Pesl, M Stötzner, I Georgievski, M Aiello - International Conference on …, 2023 - Springer
Abstract Large Language Models (LLMs) have gained significant attention for using natural
language to generate program code without direct programming efforts, eg, by using …

Json-ld based web api semantic annotation considering distributed knowledge

X Wang, Q Sun, J Liang - IEEE access, 2020 - ieeexplore.ieee.org
Based on semantically annotated Web APIs, automatic Web API composition can be
implemented easily. The operation can greatly improve efficiency of building a software …

Compositio Prompto: An Architecture to Employ Large Language Models in Automated Service Computing

RD Pesl, C Mombrey, K Klein, D Zyberaj… - … Conference on Service …, 2024 - Springer
A classic, central Service-Oriented Computing (SOC) challenge is the service composition
problem. It concerns solving a user-defined task by selecting a suitable set of services …

RESTBERTa: a Transformer-based question answering approach for semantic search in Web API documentation

S Kotstein, C Decker - Cluster Computing, 2024 - Springer
To enable machines to process state-of-practice Web API documentation, we propose a
Transformer model for the generic task of identifying a Web API element within a syntax …

Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services

W Muhamad, Suhardi - Journal of Big Data, 2022 - Springer
Web services are provided with documents that at the very least specify the endpoint, input
parameters, and output or response of each operation to expose their capabilities. This …

Semantic parameter matching in Web APIs with Transformer-based question answering

S Kotstein, C Decker - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
OpenAPI, WADL, RAML, and API Blueprint are popular formats for documenting Web APIs.
Although these formats are in general both human and machine-readable, only the part of …

Entity linking and API resource-based matchmaking for Web APIs composition

A Boustil, Y Tabet - Service Oriented Computing and Applications, 2023 - Springer
Web APIs composition is still a challenging task. In the classical semantic composition
approach, the matchmaking process uses ontologies to ensure semantic matching between …

A web service composition method based on OpenAPI semantic annotations

A Netedu, SC Buraga, P Diac, L Ţucăr - International Conference on e …, 2019 - Springer
Automatic Web service composition is a research direction aimed to improve the process of
aggregating multiple Web services to create some new, specific functionality. The use of …

Designing semantic web service based on OAS 3.0 through relational database

W Muhamad - 2020 International Conference on Information …, 2020 - ieeexplore.ieee.org
The web service description becomes the interface that must be provided by the service
provider to expose the web service capabilities it offers. To increase human and machine …

The LRA Workbench: an IDE for efficient REST API composition through linked metadata

D Serrano, E Stroulia - Journal of Big Data, 2021 - Springer
Abstract The number of Web APIs for accessing information and services is continuously
increasing, and yet, no tools exist to automate the time-consuming and error-prone process …