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Evaluating author name disambiguation for digital libraries: a case of DBLP

Jinseok Kim
2018 Scientometrics  
This study evaluates author name disambiguation in DBLP, a widely used but insufficiently evaluated digital library for its disambiguation performance.  ...  Tested on three types of labeled data containing 5,000 ~ 700K disambiguated names and 6M pairs of disambiguated names, DBLP is shown to assign author names quite accurately to distinct authors, resulting  ...  Acknowledgements I would like to thank Florian Reitz (Leibniz Center for Informatics, Schloss Dagstuhl, Germany) for providing the list of synonyms in DBLP and Alan Filipe Santana (Departamento de Ciência  ... 
doi:10.1007/s11192-018-2824-5 fatcat:kvhu24js2rglrpozn4n4ckksuq

Semantic Similarity and Selection of Resources Published According to Linked Data Best Practice [chapter]

Riccardo Albertoni, Monica De Martino
2010 Lecture Notes in Computer Science  
A research plan and an exploratory phase facing the presented issues are described remarking the lessons we have learnt so far.  ...  Some publications are provided twice, both by DBLP and SWDF, and of course they are provided with distinct URIs.  ...  We think relying on real data provided by third parties is pivotal in order to learn more about the metadata varieties.  ... 
doi:10.1007/978-3-642-16961-8_58 fatcat:zbykmsjtr5d7jgdy677q6gktem

Real-World Ubicomp Deployments: Lessons Learned

A. Fox, N. Davies, E. de Lara, M. Spasojevic, W. Griswold
2006 IEEE pervasive computing  
In this issue In assembling this issue, we tried to collect important lessons researchers have learned from deployments.  ...  The authors even distill some of their lessons into a useful checklist that researchers planning a deployment can use to smooth the transition out of the lab.  ... 
doi:10.1109/mprv.2006.58 fatcat:lapffodtdjewjjvpcluykani7e

Monitoring Diversity of AI Conferences: Lessons Learnt and Future Challenges in the DivinAI Project [article]

Isabelle Hupont, Emilia Gomez, Songul Tolan, Lorenzo Porcaro, Ana Freire
2022 arXiv   pre-print
This paper summarizes the main achievements and lessons learnt during the first year of life of the DivinAI project, and proposes a set of recommendations for its further development and maintenance by  ...  It is also possible to collect conference data in a semi-automated manner using the export tools offered by some publishers and bibliographic repositories such as DBLP (DBLP 2022) or Web of Science (WoS  ...  Data Visualisation Lessons learnt and recommendations This first year of running of DivinAI has made us learn a number of good practices and identify limitations and paths for future work.  ... 
arXiv:2203.01657v1 fatcat:nbywr7gufraj7gppb7kufvpate

Discovering Links for Metadata Enrichment on Computer Science Papers [article]

Johann Schaible, Philipp Mayr
2012 arXiv   pre-print
This is done by discovering owl:sameAs links be- tween an initial set of computer science papers and resources from external data sources like DBLP, ACM and the Semantic Web Conference Corpus.  ...  Let us look at the scenario for the last time: Listing 7: the initial record is enriched with data from external data sources Lessons Learned Using Silk Usability To use Silk as a link discovery software  ...  Some provide simple HTML web pages, some provide a RKB explorer, and in some cases following the link leads to a XML representation.  ... 
arXiv:1212.3677v1 fatcat:heir2utovfdzxphlug7cfjmgo4

Semantify CEUR-WS Proceedings: Towards the Automatic Generation of Highly Descriptive Scholarly Publishing Linked Datasets [chapter]

Francesco Ronzano, Gerard Casamayor del Bosque, Horacio Saggion
2014 Communications in Computer and Information Science  
Some examples are Bibsonomy 6 , DBLP, and Wiki CFP 7 .  ...  Microformats 4 and RDFa 5 annotations are available for some of these documents, and missing in others.  ... 
doi:10.1007/978-3-319-12024-9_10 fatcat:cymj5lrgszable4csh7gylnzem

Word Sense Disambiguation for XML Structure Feature Generation [chapter]

Andrea Tagarelli, Mario Longo, Sergio Greco
2009 Lecture Notes in Computer Science  
We presented an experimental evaluation of the proposed approach and discussed some lessons learned. We plan to extend our approach in several directions.  ...  Lessons Learned Facing with the above results, we can summarize the following main remarks: -Using the set of synonyms to enhance the text of a gloss definition is effective since it increases the probability  ... 
doi:10.1007/978-3-642-02121-3_14 fatcat:nf6oiuudvvfc7pdhupfpz5ajey

The BINGO! System for Information Portal Generation and Expert Web Search

Sergej Sizov, Martin Theobald, Stefan Siersdorfer, Gerhard Weikum, Jens Graupmann, Michael Biwer, Patrick Zimmer
2003 Conference on Innovative Data Systems Research  
The focused crawling paradigm has been around for a few years and many of our techniques are adopted from the information retrieval and machine learning literature. BINGO!  ...  The paper discusses its overall architecture and main components, important lessons from early experimentation and the resulting improvements on effectiveness and efficiency, and experimental results that  ...  In addition, the focused crawler may get back to the user for feedback after some "learning" phase of say twenty minutes.  ... 
dblp:conf/cidr/SizovTSWGBZ03 fatcat:zinipd7ddvhkxdkjdc6kgzbe2u

Two supervised learning approaches for name disambiguation in author citations

Hui Han, Lee Giles, Hongyuan Zha, Cheng Li, Kostas Tsioutsiouliklis
2004 Proceedings of the 2004 joint ACM/IEEE conference on Digital libraries - JCDL '04  
This paper investigates two supervised learning approaches to disambiguate authors in the citations 1 .  ...  We illustrate these two approaches on two types of data, one collected from the web, mainly publication lists from homepages, the other collected from the DBLP citation databases.  ...  Options in the Real World: Some Lessons Learned in Evaluating Oil and Gas Investments. Operations Research." is a test citation of "J Smith 2".  ... 
doi:10.1145/996350.996419 dblp:conf/jcdl/HanGZLT04 fatcat:uwphleq5svc3la6ssi2lpkknyu

Open data to evaluate academic researchers: an experiment with the Italian Scientific Habilitation [article]

Angelo Di Iorio, Silvio Peroni, Francesco Poggi
2019 arXiv   pre-print
Results and lessons learned are discussed in Section "Results", before concluding and drafting new research directions in Section "Discussion and conclusions".  ...  It might also happen in fact that DBLP data (i.e. the DOIs it contains) are richer than the corresponding in Scopus and Web of Science, so that some indicators could differ.  ... 
arXiv:1902.03287v1 fatcat:nu2owajuvfhl3krwaho4sxs74u

Challenges as enablers for high quality Linked Data: insights from the Semantic Publishing Challenge

Anastasia Dimou, Sahar Vahdati, Angelo Di Iorio, Christoph Lange, Ruben Verborgh, Erik Mannens
2017 PeerJ Computer Science  
This paper reviews lessons learned from both (i) the overall organization of the Semantic Publishing Challenge, regarding the definition of the tasks, building the input dataset and forming the evaluation  ...  We compared these lessons to other Semantic Web Evaluation Challenges.  ...  We organized the third edition based on these lessons learned.  ... 
doi:10.7717/peerj-cs.105 fatcat:rwn5zxnrnjes3c7dyg5x24hps4

Sparse Nonnegative Matrix Factorization for Multiple Local Community Detection [article]

Dany Kamuhanda, Meng Wang, Kun He
2020 arXiv   pre-print
On DBLP, it is opposite.  ...  A conflict between the club administrator and the instructor over the price of a karate lesson led the network to be split into two groups.  ... 
arXiv:2001.06951v2 fatcat:wdk34fbz5bhpxmgfzep6jty2jm

Publishing Persian linked data; challenges and lessons learned

Behshid Behkamal, Mohsen Kahani, Samad Paydar, Mahboobeh Dadkhah, Elaheh Sekhavaty
2010 2010 5th International Symposium on Telecommunications  
This paper discusses the challenges of publishing Persian linked data based on an experience of publishing some academic data from Ferdowsi University of Mashhad dataset.  ...  By analyzing the experimental results of the project and classifying the problems, some publisher-oriented solutions are proposed to improve the quality of datasets on the web.  ...  II SOME STATISTICS OF THE FUM-LD LINK SETS Link set Description Count 1 Links to DBpedia Resources 4570 2 owl:sameAs links to DBpedia 1311 3 owl:sameAs links to DBLP 475 4 owl:sameAs links  ... 
doi:10.1109/istel.2010.5734119 fatcat:qov4agumpfhx3ao32ohcuhynzi

Natural Language Processing via LDA Topic Model in Recommendation Systems [article]

Hamed Jelodar, Yongli Wang, Mahdi Rabbani, SeyedValyAllah Ayobi
2019 arXiv   pre-print
In addition, our full dataset is available at https://github.com/JeloH/Dataset DBLP.  ...  For evaluation approach, considered DBLP database as a large academic bibliographic network.  ... 
arXiv:1909.09551v1 fatcat:ok3piccvx5agfds6adyiny2aom

FRACTURE mining: Mining frequently and concurrently mutating structures from historical XML documents

Ling Chen, Sourav S. Bhowmick, Liang-Tien Chia
2006 Data & Knowledge Engineering  
/ dblp/total-phdthesis/ dblp/total-article/ dblp/total-inproceedings/ {dblp/total-proceedings/, dblp/total-inproceedings/} {dblp/total-inproceedings/, dblp/total-article/} {dblp/total-inproceedings  ...  /, dblp/total-article/} 1981-1990 1991-2000 dblp/total-proceedings dblp/total-proceedings dblp/total-phdthesis dblp/total-phdthesis dblp/total-masterthesis {dblp/total-proceedings, dblp/total-phdthesis  ... 
doi:10.1016/j.datak.2005.09.002 fatcat:boz2toeej5gk5dw5k3npl76vgq
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