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We present our ongoing work on upgrading the Amsterdam Public Library's book database search capabilities. So far, users have had to input the exact book title and/or author name without any typos or misspellings in order to retrieve any results. This is in sharp contrast with the manner in which users typically use the interface: they frequently search for books on a particular topic, input the names of the characters, or even ask fully-fledged questions. The aim of this project is therefore to enable smart search in natural language based on book content. The initial focus is on the Dutch language, with the possibility of including English and other languages later. In the first phase of the project, we built a proof-of-concept knowledge graph from a sample of the existing tabular database and enriched the data with named entities extracted from book summaries. Based on this first step, a user query like "Heeft u boeken over de Tweede Wereldoorlog in Amsterdam?" would yield all books that mention both WW2 and Amsterdam. We are currently working on augmenting the knowledge graph with embeddings, which will enable us to retrieve semantically similar results. The final step of the research involves integrating our knowledge graph with a pre-trained large language model.
Recent studies have identified that the teacher is the most important factor influencing the quality of education. Following this line of reasoning, it is likely to assume that the teacher educator is the most important factor influencing the quality of teacher education. Although many research studies and policy documents attempt to identify the qualities of teachers, only a few publications address the quality of teacher educators. This paper examines the contemporaryEuropean policy debate on the quality and status of teacher educators. Two issues will be addressed. Firstly, to what extent is teacher educator regarded as a profession? Secondly, what actions and measures are proposed to maintain or increase the quality and status of the teacher educator profession? Based on literature on professions and professionalism, a framework has been developed to guide our examination of European policy documents on teacher education to identify to what extent these documents express notions of teacher educators as professionals.
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