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Can we use Google Scholar to identify highly-cited documents?

Alberto Martin-Martin, Enrique Orduna-Malea, Anne-Wil Harzing, Emilio Delgado López-Cózar
2017 Journal of Informetrics  
They do not compromise the ability of Google Scholar to identify the highly-cited papers.  ...  The strong correlation between a document's citations and its position in the search results (r= -0.67) led us to conclude that Google Scholar is able to identify highly-cited papers effectively.  ...  Therefore, we conclude that Google Scholar can be used to reliably identify the most highly-cited academic documents.  ... 
doi:10.1016/j.joi.2016.11.008 fatcat:bxglcu5ha5gqbnbgexwhclmfou

Coverage of highly-cited documents in Google Scholar, Web of Science, and Scopus: a multidisciplinary comparison

Alberto Martín-Martín, Enrique Orduna-Malea, Emilio Delgado López-Cózar
2018 Scientometrics  
subject areas, while inclusive databases, which give each document the chance to stand on its own merits, might be better suited to identify highly-cited documents.  ...  To test this hypothesis, an analysis of 2,515 highly-cited documents published in 2006 that Google Scholar displays in its Classic Papers product is carried out at the level of broad subject categories  ...  However, although there is evidence that it is possible to use Google Scholar to identify highly-cited documents (Martin-Martin, Orduna-Malea, Harzing, & Delgado López-Cózar, 2017) , there are other practical  ... 
doi:10.1007/s11192-018-2820-9 fatcat:n6weoriuqfbmtewb3qcmfufsve

Does Google Scholar contain all highly cited documents (1950-2013)? [article]

Alberto Martín-Martín, Enrique Orduña-Malea, Juan Manuel Ayllón, Emilio Delgado López-Cózar
2015 arXiv   pre-print
The objective of this work is to identify the set of highly cited documents in Google Scholar and define their core characteristics: their languages, their file format, or how many of them can be accessed  ...  The study of highly cited documents on Google Scholar (GS) has never been addressed to date in a comprehensive manner.  ...  Which are the most cited documents in Google Scholar? In Table 1 we present the top 25 most cited documents in Google Scholar .  ... 
arXiv:1410.8464v4 fatcat:a3gkagjgsbahbkoxjnwjft56dy

Learning to Rank Scientific Documents from the Crowd [article]

Jesse M Lingeman, Hong Yu
2016 arXiv   pre-print
In this study, we first develop an innovative crowd-sourcing approach to build an expert-annotated document-ranking corpus.  ...  Using this corpus as the gold standard, we then evaluate the approaches of using text similarity to rank the relatedness of articles.  ...  Acknowledgments We would like to thank all of the authors who took the time to answer our citation ranking survey. This work is supported by Na-  ... 
arXiv:1611.01400v1 fatcat:4jbah7lbzfgzxoposbahd7dpla

Searching online book documents and analyzing book citations

Zhaohui Wu, Sujatha Das, Zhenhui Li, Prasenjit Mitra, C. Lee Giles
2013 Proceedings of the 2013 ACM symposium on Document engineering - DocEng '13  
In addition, we study bibliography extraction and citation parsing for a large dataset of books. Finally, we use the multiple fields available in books to rank books in response to search queries.  ...  We introduce an open-book search engine that extracts and indexes metadata, contents, and bibliography from online PDF book documents.  ...  ACKNOWLEDGEMENTS We gratefully acknowledge support from the CiteseerX team, the National Science Foundation, and useful comments from referees.  ... 
doi:10.1145/2494266.2494282 dblp:conf/doceng/WuDLMG13 fatcat:5e4xk4iderapnjpivvfr23gu5m

Ranking MEDLINE documents

Célia Talma Gonçalves, Rui Camacho, Eugénio Oliveira
2014 Journal of the Brazilian Computer Society  
Methods: Since the number of retrieved papers may be very large, BioTextRetriever uses a novel ranking algorithm to retrieve the most relevant papers first.  ...  Conclusions: We have developed and a multi-criteria ranking function, that contemplates six factors, and that seems appropriate to retrieve relevant papers out of a huge repository such as MEDLINE.  ...  There are several citation indexing systems such as Google Scholar, CiteSeer and Scopus.  ... 
doi:10.1186/1678-4804-20-13 fatcat:przkjwcgxncw3offdefs6vawhu

Citation personal display

Xingchen Li, Qiang Wu, Nan Zhang
2017 Journal of Documentation  
It was manually identified if physicists had mentioned citation counts, citation-based indices, or a link to Google Scholar Citations (GSC) on the personal websites.  ...  Purpose -This paper aims to investigate the extent to which researchers display citation, and wants to examine whether there are researcher differences in citation personal display at the level of university  ...  DDH, and there were only 3 links to Google Scholar Citations.  ... 
doi:10.1108/jd-09-2016-0108 fatcat:3mzfbwicvvddzjtkyuyf6dikua

Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation [article]

Han Tian, Hankz Hankui Zhuo
2017 arXiv   pre-print
Due to the availability of references of research papers and the rich information contained in papers, various citation analysis approaches have been proposed to identify similar documents for scholar  ...  We view the set of papers as the vocabulary, define the weighted citation context of papers, and convert it to weight matrix similar to the word-word cooccurrence matrix in natural language processing.  ...  While full text documents are not always open access, citation indexes such as Web of Science, Google Scholar and Microsoft Academic Search can track citation linkage for most papers.  ... 
arXiv:1703.06587v1 fatcat:ay7e6cydgnexff7wixp7qyudfi

ADCS reaches adulthood

Bevan Koopman, Guido Zuccon, Lance De Vine, Aneesha Bakharia, Peter Bruza, Laurianne Sitbon, Andrew Gibson
2013 Proceedings of the 18th Australasian Document Computing Symposium on - ADCS '13  
How influential is the Australian Document Computing Symposium (ADCS)? What do ADCS articles speak about and who cites them? Who is the ADCS community and how has it evolved?  ...  The number of authors and where they originate from reveal who has contributed to the conference. Finally, we generate co-author networks which reveal the collaborations within the community.  ...  ACKNOWLEDGEMENTS The authors thank Graham Dawson (QUT Library) and ADCS pioneers and stalwarts: Ross Wilkinson, Alistair Moffat, David Hawking, Paul Thomas and Justin Zobel, for access to their historical  ... 
doi:10.1145/2537734.2537741 dblp:conf/adcs/KoopmanZVBBSG13 fatcat:cclpgjfkevehpkgtxb7vntiscm

Searching and Visualization of References in Research Documents

Firnas Nadirman, Ahmad Ridha, Annisa Annisa
2014 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
A total of 242 research documents in PDF from the Department of Computer Science IPB were used to generate parsing patterns to extract the bibliography entries.  ...  This research aims to develop a module for information retrieval that can trace references from bibliography entries of research documents, specifically those based on Bogor Agricultural University (IPB  ...  Google has Google Scholar (http://scholar.google.com), a search engine to retrieve research documents.  ... 
doi:10.12928/telkomnika.v12i2.74 fatcat:ipzl747hpzeozce3egzpzisvxe

Searching and Visualization of References in Research Documents

Firnas Nadirman, Ahmad Ridha, Annisa Annisa
2014 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
A total of 242 research documents in PDF from the Department of Computer Science IPB were used to generate parsing patterns to extract the bibliography entries.  ...  This research aims to develop a module for information retrieval that can trace references from bibliography entries of research documents, specifically those based on Bogor Agricultural University (IPB  ...  Google has Google Scholar (http://scholar.google.com), a search engine to retrieve research documents.  ... 
doi:10.12928/telkomnika.v12i2.2033 fatcat:4dbohdhwkzcenjuw45qaceozpm

Un panorama académico de dos caras: retrato de los documentos altamente citados en Google Scholar (1950-2013)

Alberto Martín-Martín, Enrique Orduna-Malea, Juan M. Ayllón, Emilio Delgado López-Cózar
2016 Revista Española de Documentación Científica  
El principal objetivo de este trabajo es identificar el conjunto de documentos altamente citados en Google Scholar y definir sus características nucleares (tipología documental, idioma, disponibilidad  ...  Dada la alta presencia de libros (manuales) y, en menor medida, de otras tipologías documentales (como congresos o informes), se concluye que Google Scholar ofrece una visión original y diferente del conjunto  ...  , 2014) , make of Google Scholar an exceptional source to collect highly-cited documents.  ... 
doi:10.3989/redc.2016.4.1405 fatcat:zir6kfejijghjonxo5nqr5cq6u

The Imaging of Historical Documents [chapter]

Andrew Prescott
2017 The Virtual Representation of the Past  
Here much can be learnt from literary scholars.  ...  how digital images can most effectively be used in editions of historical documents.  ... 
doi:10.4324/9781315551753-2 fatcat:q6jmx25ixrb6lcowm6ooggeefi

Successful researchers publicizing research online

Amalia Más-Bleda, Mike Thelwall, Kayvan Kousha, Isidro F. Aguillo
2014 Journal of Documentation  
Originality/value -This is the first study to analyse the outlinking patterns of highly cited researchers' institutional web presences in order to identify which web resources they use to provide access  ...  Methods -A total of 1,525 highly cited scientists working at European institutions were first identified.  ...  database used to identify the highly cited researchers.  ... 
doi:10.1108/jd-12-2012-0156 fatcat:bybzvbsbhreb5an4bo42aiy6ty

Open Documents and Democracy: A Political Basis for Open Document Standards

Dr. Laura DeNardis, Eric Tam
2007 Social Science Research Network  
Increasingly, governments are establishing policies to use ICT products based on standards that adhere to principles of openness and interoperability.  ...  , are highly beneficial for citizens who value democratic principles.  ...  After we identify these democratic concerns, we can employ them to consider democracy-promoting principles of standards design. B.  ... 
doi:10.2139/ssrn.1028073 fatcat:kci3ot2ex5bjtlo372qhgi246q
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