Ioannis Konstantinidis
Ioannis Konstantinidis
University Rank
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University Rank
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- Description
Ioannis is a PhD candidate in Machine Learning and Natural Language Processing. He holds a MSc in Data Science (with honors) from the School of Science and Technology of International Hellenic University (2019) and a MEng in Electrical and Computer Engineering specialised in the energy sector from Aristotle University (2016). His areas of interest focus on the combination of state-of-the-art technologies such as machine learning, natural language processing, knowledge graphs, transfer learning, explainable AI, etc.
Ioannis has worked in various machine learning projects related to fake news detection from text, knowledge graph construction from textual data, predicting missing links in citation networks, analysing energy load and production profiles and comparative analysis and benchmarking of search engines including Elasticsearch, Amazon CloudSearch, Microsoft Azure Search.
- Research Area
- Latest Publications
Konstantinidis, I., Kapantai, E., Michailidis, A., Deligiannis, A., Berberidis, C., Magnisalis, I., Peristeras, V.,(2024) From document-centric to data-centric public service provision, ACM Digital Government: Research and Practice, Special Issue on Smart Government Development and Applications
Konstantinidis, I., Maragoudakis, M., Magnisalis, I., Berberidis, C., & Peristeras, V. (2022, September). Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent Matching. In Proceedings of the 12th Hellenic Conference on Artificial Intelligence (pp. 1-7). ISO 690
Anagnostou, M., Karvounidou, O., Katritzidaki, C., Kechagia, C., Melidou, K., Mpeza, E., ... & Peristeras, V. (2022). Characteristics and challenges in the industries towards responsible AI: a systematic literature review. Ethics and Information Technology, 24(3), 37. ISO 690
Stylianou, N., Vlachava, D., Konstantinidis, I., Bassiliades, N., & Peristeras, V. (2022). Doc2KG: Transforming document repositories to knowledge graphs. International Journal on Semantic Web and Information Systems (IJSWIS), 18(1), 1-20.
Konstantinidis, I., Siaminos, G., Timplalexis, C., Zervas, P., Peristeras, V., & Decker, S. (2018). Blockchain for business applications: A systematic literature review. In Business Information Systems: 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018, Proceedings 21 (pp. 384-399). Springer International Publishing.
