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pro vyhledávání: '"Björn Buchhold"'
Autor:
Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter
In many cases of machine learning, research suggests that the development of training data might have a higher relevance than the choice and modelling of classifiers themselves. Thus, data augmentation methods have been developed to improve classifie
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2afd9dd2a9aea879a26bd96a37879e91
http://arxiv.org/abs/2103.14453
http://arxiv.org/abs/2103.14453
Publikováno v:
KI - Künstliche Intelligenz. 32:19-26
We provide a quality evaluation of KB+Text search, a deep integration of knowledge base search and standard full-text search. A knowledge base (KB) is a set of subject–predicate–object triples with a common naming scheme. The standard query langu
Publikováno v:
Foundations and Trends® in Information Retrieval. 10:119-271
Autor:
Björn Buchhold, Hannah Bast
Publikováno v:
CIKM
We present QLever, a query engine for efficient combined search on a knowledge base and a text corpus, in which named entities from the knowledge base have been identified (that is, recognized and disambiguated). The query language is SPARQL extended
Publikováno v:
WSDM
The WSDM Cup 2017 was a data mining challenge held in conjunction with the 10th International Conference on Web Search and Data Mining (WSDM). It addressed key challenges of knowledge bases today: quality assurance and entity search. For quality assu
This monograph provides a comprehensive overview of the broad area of semantic search on text and knowledge bases. In a nutshell, semantic search is'search with meaning'. This'meaning'can refer to various parts of the search process: understanding th
Publikováno v:
SIGIR
We compute and evaluate relevance scores for knowledge-base triples from type-like relations. Such a score measures the degree to which an entity "belongs" to a type. For example, Quentin Tarantino has various professions, including Film Director, Sc
Publikováno v:
WWW (Companion Volume)
We demonstrate a system for fast and intuitive exploration of the Freebase dataset. This required solving several non-trivial problems, including: entity scores for proper ranking and name disambiguation, a unique meaningful name for every entity and
Autor:
Björn Buchhold, Hannah Bast
Publikováno v:
CIKM
In this paper we present a novel index data structure tailored towards semantic full-text search. Semantic full-text search, as we call it, deeply integrates keyword-based full-text search with structured search in ontologies. Queries are SPARQL-like
Publikováno v:
Proceedings of the 1st Joint International Workshop on Entity-Oriented and Semantic Search.
We discuss the advantages and shortcomings of full-text search on the one hand and search in ontologies/triple stores on the other hand. We argue that both techniques have an important quality missing from the other. We advocate a deep integration of