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Learning-oriented Question Recommendation

Autor Andreea Hilda Kosorus
en Limba Engleză Paperback – 20 feb 2014
The information overload in the past two decades has enabled question-answering (QA) systems to accumulate large amounts of textual fragments that reflect human knowledge. Therefore, such systems have become not just a source for information retrieval, but also a means towards a unique learning experience. Meanwhile, the success of recommender systems has motivated research on deploying recommendation techniques also in educational environments to facilitate access to a wide spectrum of information. However, the adopted methods were rather traditional, generally applicable to any recommendation need. Current conceptions about learning assume learners as active agents and not passive recipients or simple recorders of information. Therefore, the sequence in which knowledge is assimilated is of high importance. Recently developed recommendation techniques for search engine queries try to leverage the order in which users navigate through them. However, these are not suitable for QA systems. In this work we address the challenge of learning-oriented question recommendation by adopting variable length Markov chains and Bloom's learning taxonomy.
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Specificații

ISBN-13: 9783838134154
ISBN-10: 383813415X
Pagini: 196
Dimensiuni: 150 x 220 x 12 mm
Greutate: 0.31 kg
Editura: Südwestdeutscher Verlag für Hochschulschriften

Notă biografică

Dr. M.Sc. Andreea Hilda Kosorus is a post-doctoral researcher at the Institute of Applied Knowledge Processing (JKU, Austria). She obtained her Doctoral degree in July 2013 at the Johannes Kepler University in Linz. Her current interests include: sequential event prediction, recommender systems, text mining and semantic similarity.