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This paper presents an analysis of open-source large language models (LLMs) and their application in Retrieval-Augmented Generation (RAG) tasks, specific for enterprise-specific data sets scraped from their websites. With the increasing…

Information Retrieval · Computer Science 2024-06-18 Gautam B , Anupam Purwar

The Data Web refers to the vast and rapidly increasing quantity of scientific, corporate, government and crowd-sourced data published in the form of Linked Open Data, which encourages the uniform representation of heterogeneous data items…

While several public institutions provide its data openly, the effort required to access, integrate and query this data is too high, reducing the amount of possible dataset users. The Blended Integrated Open Data (BIOD) project has as…

Reasoning over semantically annotated data is an emerging trend in stream processing aiming to produce sound and complete answers to a set of continuous queries. It usually comes at the cost of finding a trade-off between data throughput…

Databases · Computer Science 2017-08-23 Xiangnan Ren , Olivier Curé , Hubert Naacke , Li Ke

B2B applications focus on using the Internet and/or extranet to improve business-to-business partnerships and transform inter-organizational relationships. RFID is relatively low-cost data and wireless transmission technology that helps…

Computers and Society · Computer Science 2017-05-30 Cristina Turcu , Remus Prodan , Tudor Cerlinca , Marius Cerlinca , Cornel Turcu , Valentin Popa , Alexandru Goloca

The amount of multidimensional data published on the semantic web (SW) is constantly increasing, due to initiatives such as Open Data and Open Government Data, among other ones. Models, languages, and tools, that allow to obtain valuable…

Databases · Computer Science 2017-03-22 Lorena Etcheverry , Alejandro A. Vaisman

FAIR Digital Object (FDO) is an emerging concept that is highlighted by European Open Science Cloud (EOSC) as a potential candidate for building a ecosystem of machine-actionable research outputs. In this work we systematically evaluate FDO…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-05-07 Stian Soiland-Reyes , Carole Goble , Paul Groth

Linked data (LD) technology is hailed as a long-awaited solution in web-based information exchange. Linked Open Data (LOD) bring this to another level by enabling meaningful linking of resources and creating a global, openly accessible…

Digital Libraries · Computer Science 2022-05-04 Aida Slavic , Ronald Siebes , Andrea Scharnhorst

We report the development of a knowledge representation and reasoning (KRR) system built on hybrid SHACL-SKOS ontologies for globally harmonized system (GHS) material Safety Data Sheets (SDS) to enhance chemical safety communication and…

Artificial Intelligence · Computer Science 2025-02-13 Brian Lu , Dennis Pham , Ti-Chiun Chang , Michael Lovette , Terri Bui , Stephen Ma

Ondex is a data integration and visualization platform developed to support Systems Biology Research. At its core is a data model based on two main principles: first, all information can be represented as a graph and, second, all elements…

Artificial Intelligence · Computer Science 2010-12-09 Catherine Canevet , Artem Lysenko , Andrea Splendiani , Matthew Pocock , Christopher Rawlings

The Semantic Web research community understood since its beginning how crucial it is to equip practitioners with methods to transform non-RDF resources into RDF. Proposals focus on either engineering content transformations or accessing…

Databases · Computer Science 2021-06-07 Enrico Daga , Luigi Asprino , Paul Mulholland , Aldo Gangemi

End users positive response is essential for the success of any software. This is true for both commercial and Open Source Software (OSS). OSS is popular not only because of its availability, which is usually free but due to the user…

Software Engineering · Computer Science 2020-05-21 Arif Razza , Luiz Fernando Capretz , Shuib Basri

Analytical processing on XML repositories is usually enabled by designing complex data transformations that shred the documents into a common data warehousing schema. This can be very time-consuming and costly, especially if the underlying…

Databases · Computer Science 2009-09-15 Andrey Balmin , Latha Colby , Emiran Curtmola , Quanzhong Li , Fatma Ozcan

Many Web portals allow users to associate additional information with existing multimedia resources such as images, audio, and video. However, these portals are usually closed systems and user-generated annotations are almost always kept…

Digital Libraries · Computer Science 2012-02-29 Bernhard Haslhofer , Robert Sanderson , Rainer Simon , Herbert van de Sompel

How do RDF datasets currently get published on the Web? They are either available as large RDF files, which need to be downloaded and processed locally, or they exist behind complex SPARQL endpoints. By providing a RESTful API that can…

Databases · Computer Science 2014-08-22 Luca Matteis

Recently ontologies have been exploited in a wide range of research areas for data modeling and data management. They greatly assists in defining the semantic model of the underlying data combined with domain knowledge. In this paper, we…

Databases · Computer Science 2021-06-08 Jiantao Wu , Fabrizio Orlandi , Declan O'Sullivan , Soumyabrata Dev

RDF is increasingly being used to encode data for the semantic web and for data exchange. There have been a large number of works that address RDF data management. In this paper we provide an overview of these works.

Databases · Computer Science 2016-01-06 M. Tamer Özsu

Sustainable Development Goals (SDGs) bring together the diverse development community and provide a clear set of development targets for 2030. Given a large number of actors and initiatives related to these goals, there is a need to have a…

Digital Libraries · Computer Science 2020-06-01 Lukas Pukelis , Nuria Bautista Puig , Mykola Skrynik , Vilius Stanciauskas

In this study, a novel metacrawling method is proposed for discovering and monitoring linked data sources on the Web. We implemented the method in a prototype system, named SPARQL Endpoints Discovery (SpEnD). SpEnD starts with a "search…

Information Retrieval · Computer Science 2017-04-11 Semih Yumusak , Erdogan Dogdu , Halife Kodaz , Andreas Kamilaris

The web is changing the way in which data warehouses are designed, used, and queried. With the advent of initiatives such as Open Data and Open Government, organizations want to share their multidimensional data cubes and make them…

Databases · Computer Science 2015-12-21 Lorena Etcheverry , Silvia Silvia Gomez , Alejandro Vaisman