Artificial Intelligence for Literature Reviews: Opportunities and Challenges

no code implementations • 13 Feb 2024 • Francisco Bolanos, Angelo Salatino, Francesco Osborne, Enrico Motta

This manuscript presents a comprehensive review of the use of Artificial Intelligence (AI) in Systematic Literature Reviews (SLRs).

Characterising Research Areas in the field of AI

no code implementations • 26 May 2022 • Alessandra Belfiore, Angelo Salatino, Francesco Osborne

Interest in Artificial Intelligence (AI) continues to grow rapidly, hence it is crucial to support researchers and organisations in understanding where AI research is heading.

Clustering

Trans4E: Link Prediction on Scholarly Knowledge Graphs

no code implementations • 3 Jul 2021 • Mojtaba Nayyeri, Gokce Muge Cil, Sahar Vahdati, Francesco Osborne, Mahfuzur Rahman, Simone Angioni, Angelo Salatino, Diego Reforgiato Recupero, Nadezhda Vassilyeva, Enrico Motta, Jens Lehmann

This is typical for KGs that categorize a large number of entities (e. g., research articles, patents, persons) according to a relatively small set of categories.

Knowledge Graph Embedding Knowledge Graphs +1

Detection, Analysis, and Prediction of Research Topics with Scientific Knowledge Graphs

no code implementations • 24 Jun 2021 • Angelo Salatino, Andrea Mannocci, Francesco Osborne

Analysing research trends and predicting their impact on academia and industry is crucial to gain a deeper understanding of the advances in a research field and to inform critical decisions about research funding and technology adoption.

Knowledge Graphs