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Managing the Quality of Person Names in DBLP
[chapter]
2006
Lecture Notes in Computer Science
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The following paper gives a short overview on DBLP in which the data acquisition and maintenance process underlying DBLP is discussed from a quality point of view. ...
The paper finishes with a new approach to identify erroneous person names. ...
For services offering access to scientific publications data quality management, a part of quality management in general, is the central challenge. ...
doi:10.1007/11863878_55
fatcat:tvk77wqei5cnxemmzq4e2rvsne
Matching person names through name transformation
2009
Proceeding of the 18th ACM conference on Information and knowledge management - CIKM '09
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Common name variations in the English speaking world are formalized, and the concept of name transformation paths is introduced; name similarity is measured after the best transformation path has been ...
In this paper, a novel person name matching model is presented. ...
This work was completed during a visit by the first author to the UMIACS CLIP lab at the University of Maryland that was supported by National Natural Science Foundation of China Grant 70671007. ...
doi:10.1145/1645953.1646253
dblp:conf/cikm/GongWO09
fatcat:trs7fo4a2ndnrjk46olo7gqwo4
Publishing bibliographic data on the Semantic Web using BibBase
2013
Semantic Web Journal
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In this demo, we present a brief overview of the features of our system and outline a few challenges in the design and implementation of such a system. ...
We present BibBase, a system for publishing and managing bibliographic data available in BibTeX files on the Semantic Web. ...
In this example, the assumption is that the combination of the first letter of first name, middle name, and last name, "JBSmith", is a unique identifier for a person in a single file. ...
doi:10.3233/sw-2012-0062
fatcat:xg2t7vb4y5dspg3kpkye4afbha
Integration of Japanese Papers Into the DBLP Data Set
[article]
2017
arXiv
pre-print
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If someone is looking for a certain publication in the field of computer science, the searching person is likely to use the DBLP to find the desired publication. ...
Especially important are the problems along the way of processing, such as transcription handling and Personal Name Matching with Japanese names. ...
Japanese scientists might look for the original (Japanese) title "土木関連用語辞典の見 出し語の分析と検索システムにおける活用に関する考察" or use Aizawa's name in ...
arXiv:1709.09119v1
fatcat:2rv36pef5ffa7ai72ujinkmloe
Developing a Temporal Bibliographic Data Set for Entity Resolution
[article]
2018
arXiv
pre-print
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We selected around 80K (1%) of author profiles that cover 2 million (50%) publications using information in DBLP such as alternative author names and personal web profile to improve the reliability of ...
We completed missing links between publications and author profiles in the DBLP data set using the DBLP public API. ...
the existence of multiple names of the same profile, as well as persistent and non-persistent personal URLs. • We make the generated temporal data set available on GitHub 4 . ...
arXiv:1806.07524v1
fatcat:6ksvdatj3za37o3qzon4c3o36m
DBLP
2009
Proceedings of the VLDB Endowment
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Many design decisions and details of the public XML-records behind DBLP never were documented. ...
The DBLP Computer Science Bibliography evolved from an early small experimental Web server to a popular service for the computer science community. ...
A fourth group of papers deals with person name disambiguation, a special aspect of data quality. DBLP is a (very imperfect) "authority file" [1] for computer science researchers. ...
doi:10.14778/1687553.1687577
fatcat:ipvzgaxpbrhrvi73curobjr42i
Semantic analytics on social networks
2006
Proceedings of the 15th international conference on World Wide Web - WWW '06
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network of the DBLP bibliography. ...
We describe our experiences developing this application in the context of a class of Semantic Web applications, which have important research and engineering challenges in common. ...
and the DBLP co-authorship network. ...
doi:10.1145/1135777.1135838
dblp:conf/www/Aleman-MezaNRDKSAJF06
fatcat:qkii3fqt2fhj3d3aaeizfw5wke
Harnessing Historical Corrections to Build Test Collections for Named Entity Disambiguation
[chapter]
2018
Lecture Notes in Computer Science
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Matching mentions of persons to the actual persons (the name disambiguation problem) is central for several digital library applications. ...
One collection focuses on the properties of defects and one on the evaluation of disambiguation algorithms. ...
Acknowledgements The research in this paper is funded by the Leibniz Competition, grant no. LZI-SAW-2015-2. ...
doi:10.1007/978-3-030-00066-0_4
fatcat:jcqoka6ajnhpvndkw5exeyltyi
Why name ambiguity resolution matters for scholarly big data research
2014
2014 IEEE International Conference on Big Data (Big Data)
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The gaps between outcomes of name ambiguity resolution methods range from -4.23% to -87.36% per dataset for the number of unique authors, from 3.75% to 691.20% for average productivity, and from 5.06% ...
The comparison of resulting bibliometric and network properties revealed that initial-disambiguation bears the prevalent risks of incorrectly merging author identities, underestimating the number of unique ...
ACKNOWLEDGMENT We thank Brian Karrer (Facebook), Travis Martin (Univ. of Michigan), Brian Ball (Dotomi Inc.), and Mark Newman (Univ. of Michigan) for helping us to disambiguate author names in the APS ...
doi:10.1109/bigdata.2014.7004345
dblp:conf/bigdataconf/KimDKAK14
fatcat:peovaf6g2fgwllkukghmziueqa
Finding scientific papers with homepagesearch and MOPS
2001
Proceedings of the 19th annual international conference on Computer documentation - SIGDOC '01
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The names of these scientists are obtained from the DBLP server [9]. The HomePageSearch system finds the Home Pages according to the names, and Mops finds research papers close to the Home Pages. ...
We conclude that such a focused crawling is very effective for building high-quality collections and indices of scientific papers, using ordinary desktop hardware. ...
Acknowledgement We thank Michael Ley for providing us with data from DBLP [9] and for very helpful discussions. ...
doi:10.1145/501516.501556
dblp:conf/sigdoc/HoffM01
fatcat:rqoq62du5rf23k2c4juujf53iu
Finding scientific papers with homepagesearch and MOPS
2001
Proceedings of the 19th annual international conference on Computer documentation - SIGDOC '01
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The names of these scientists are obtained from the DBLP server [9]. The HomePageSearch system finds the Home Pages according to the names, and Mops finds research papers close to the Home Pages. ...
We conclude that such a focused crawling is very effective for building high-quality collections and indices of scientific papers, using ordinary desktop hardware. ...
Acknowledgement We thank Michael Ley for providing us with data from DBLP [9] and for very helpful discussions. ...
doi:10.1145/501554.501556
fatcat:ngfgre2j7rhrreylmt5y4uqmqi
Integration of Scholarly Communication Metadata Using Knowledge Graphs
[chapter]
2017
Lecture Notes in Computer Science
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In this work, we created an integrated graph of scientific knowledge from DBLP and the Microsoft Academic Graph and describe the challenges in matching, linking and integrating the datasets and our approach ...
As proof of concept, we illustrate the different steps in the construction of a knowledge graph in the domain of scholarly communication metadata (SCM-KG). ...
Acknowledgments: This work has been partially funded by the European Commission under grant agreements 643410 (OpenAIRE2020) and 644564 (BigDataEurope), and the DFG under grant agreement AU 340/9-1 (OSCOSS ...
doi:10.1007/978-3-319-67008-9_26
fatcat:bznxtvfh5rdl7bfwk5neaxq6si
Scalable semantic analytics on social networks for addressing the problem of conflict of interest detection
2008
ACM Transactions on the Web
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In this article, we demonstrate the applicability of semantic techniques for detection of Conflict of Interest (COI). ...
We describe in detail the challenges involved in two important aspects on building Semantic Web applications, namely, data acquisition and entity disambiguation (or reference reconciliation). ...
For example, DBLP has different entries that in the real world refer to the same person, such as the case of "Ed H. Chi" and "Ed Huai-hsin Chi." ...
doi:10.1145/1326561.1326568
fatcat:o42pa4gffnbo5osfjrv326l6qa
The Impact of Name Ambiguity on Properties of Coauthorship Networks
2014
Journal of Information Science Theory and Practice
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ACKNOWLEDGEMENTS This work is supported by KISTI (Korea Institute of Science and Technology Information), grant P14033, and the FORD Foundation, grant 0145-0558. ...
three authors If 'Jackson, P. ' has only ONE match candidate with a middle name initial, Jackson, P. Jackson, P. A. ...
DBLP is well known for its high quality citation data. This is partially due to the fact that the DBLP team has dedicated database management efforts to name disambiguation (Ley, 2002 (Ley, , 2009 . ...
doi:10.1633/jistap.2014.2.2.1
fatcat:irbkbkbj35eohnpbprfcv7qp3m
Mining knowledge from databases
2010
Proceedings of the 2010 international conference on Management of data - SIGMOD '10
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In this tutorial, we introduce database-oriented information network analysis methods and demonstrate how information networks can be used to improve data quality and consistency, facilitate data integration ...
, and data qualify improvement, how to discover various kinds of knowledge from information networks, how to perform OLAP in information networks, and how to transform database data into knowledge by information ...
Similarity study on homogenous networks: Sim-Rank and Personalized PageRank iv. Challenges of heterogenous networks 3. ...
doi:10.1145/1807167.1807333
dblp:conf/sigmod/HanSYY10
fatcat:y3ozzuynxfb3rdtrbf3jldjkci
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