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Bauer, Christine (author), Carterette, Ben (author), Ferro, Nicola (author), Fuhr, Norbert (author), Beel, Joeran (author), Breuer, Timo (author), Clarke, Charles L. A. (author), Dietz, Laura (author), Urbano, Julián (author)This report documents the program and the outcomes of Dagstuhl Seminar 23031 "Frontiers of Information Access Experimentation for Research and Education", which brought together 38 participants from 12 countries. The seminar addressed technology-enhanced information access (information retrieval, recommender systems, natural language processing)...journal article 2023
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Ferro, Nicola (author), Fuhr, Norbert (author), Grefenstette, Gregory (author), Kuflik, Tsvi (author), Lindén, Krister (author), Magnini, Bernardo (author), Nie, Jian-Yun (author), Perego, Raffaele (author), Tintarev, N. (author)We describe the state-of-the-art in performance modeling and prediction for Information Retrieval (IR), Natural Language Processing (NLP) and Recommender Systems (RecSys) along with its shortcomings and strengths. We present a framework for further research, identifying five major problem areas: understanding measures, performance analysis,...journal article 2019
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Ferro, Nicola (author), Fuhr, Norbert (author), Grefenstette, Gregory (author), Konstan, Joseph A. (author), Castells, Pablo (author), Daly, Elizabeth M. (author), Declerck, Thierry (author), Ekstrand, Michael D. (author), Tintarev, N. (author)This paper reports the findings of the Dagstuhl Perspectives Workshop 17442 on performance modeling and prediction in the domains of Information Retrieval, Natural language Processing and Recommender Systems. We present a framework for further research, which identifies five major problem areas: understanding measures, performance analysis,...journal article 2018