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A Taxonomy-Based Model for Expertise Extrapolation

Delroy Cameron, Boanerges Aleman-Meza, I. Budak Arpinar, Sheron L. Decker, Amit P. Sheth
2010 2010 IEEE Fourth International Conference on Semantic Computing  
The implicit coauthorship network encompassed by bibliographic data enables the possibility of discovering unknown experts within various degrees of separation in the coauthorship graph.  ...  Indeed, expertise can be inferred from relationships between topics and subtopics in a taxonomy.  ...  IIS-0325464 awarded to the University of Georgia titled "Semdis: Discovering Complex Relationships in the Semantic Web" and is continued at Wright State University under Award No. 071441.  ... 
doi:10.1109/icsc.2010.27 dblp:conf/semco/CameronAADS10 fatcat:7wuuihvxfjev5k2bzu2xna3vcm

Investigating the Expertise Indicators of Vulnerability Discovery Professionals

Mortada Al-Banna, Boualem Benatallah, Moshe Chai Barukh
2017 Advances in Science, Technology and Engineering Systems  
In this paper, we investigate the expertise indicators of vulnerability discovery professionals in a crowdsourcing vulnerability discovery platform.  ...  In crowdsourcing, selecting the person with suitable expertise is very important; especially since the task requester is not always in direct contact with the worker.  ...  Analyzing Public Data about Vulnerability Discovery Professionals As an additional experiment, we have looked at public information of 100 VDPros from the leader boards (among the top 100 ranked in each  ... 
doi:10.25046/aj0203218 fatcat:xdmhdz4oozfjtoxsnagtwzxqja

VIVO: Enabling National Networking of Scientists

Jon Corson-Rikert, Ellen Cramer
2020 Zenodo  
Whereas initially Cornell depended solely on manual curation for the accumulation of content, much of the information is now automatically ingested from local data resources.  ...  VIVO stores data as distributed sets of Resource Description Framework (RDF) statements using concepts and properties from standard ontologies.  ...  and support • Strive to serve all missions of the institution • Are technology centers and have IT and data expertise  Include links to other URIs so that people can discover more things http://www.w3  ... 
doi:10.5281/zenodo.3781747 fatcat:fzwdesm62nc7zleiylqi6wf4ai

Methodological and practical aspects of data mining

A Feelders, H Daniels, M Holsheimer
2000 Information & Management  
Successful data mining projects require the involvement of expertise in data mining, company data, and the subject area concerned.  ...  Despite the attractive suggestion of'fully automatic' data analysis, knowledge of the processes behind the data remains indispensable in avoiding the many pitfalls of data mining. #  ...  Required expertise Succesful data mining projects require a collaborative effort in a number of areas of expertise.  ... 
doi:10.1016/s0378-7206(99)00051-8 fatcat:utuetgajlfb5hbfimxvzh6w2la

Expert Finding Systems: A Systematic Review

Omayma Husain, Naomie Salim, Rose Alinda Alias, Samah Abdelsalam, Alzubair Hassan
2019 Applied Sciences  
The data overload problem and the specific nature of the experts' knowledge can hinder many users from finding experts with the expertise they required.  ...  This study analyses the domains of expert finding systems, expertise sources, methods, and datasets. It also discusses the differences between expertise retrieval and seeking.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app9204250 fatcat:scg4q6zzqrewzo5qqf3h7pgpv4

Benchmarking domain-specific expert search using workshop program committees

Georgeta Bordea, Toine Bogers, Paul Buitelaar
2013 Proceedings of the 2013 workshop on Computational scientometrics: theory & applications - CompSci '13  
In addition, they provide a larger number of topic-person associations and allow a more objective and fine-grained evaluation of expertise than existing data sets do.  ...  Our data sets cover entire research domains as opposed to single institutions.  ...  ACKNOWLEDGMENTS We would like to thank Wei Lu for his help in creating an initial version of the IR test collection.  ... 
doi:10.1145/2508497.2508501 dblp:conf/cikm/BordeaBB13 fatcat:fwmnac2ucbdipoy3sfuxu7mjnq

Mapping Researchers with PeopleMap [article]

Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng Chau
2020 arXiv   pre-print
Discovering research expertise at universities can be a difficult task.  ...  This results in lost opportunities for both internal and external entities to discover new connections, nurture research collaboration, and explore the diversity of research.  ...  ABSTRACT Discovering research expertise at universities can be a difficult task.  ... 
arXiv:2009.00091v1 fatcat:pbvadkzz6jaqpnmfl2ht6woqda

Cross-disciplinary activities in Big Data for Agricultural Innovation

Carolyn Lawrence-Dill
2017 Merrill Series on The Research Mission of Public Universities  
Taken together, these pressures tell us that we need to discover, design, and invent new ways to improve agricultural products.  ...  Solving complex agricultural problems involves a multidisciplinary approach involving expertise from engineering, data sciences, and plant sciences.  ...  A grant from the National Science Foundation in Predictive Plant Phenomics (P3) supports novel graduate education and research aimed at creating graduates with expertise in plant sciences, data sciences  ... 
doi:10.17161/merrill.2017.7747 fatcat:rteywrmesbeu5nruuuq374boy4

Semantic representation and enrichment of information retrieval experimental data

Gianmaria Silvello, Georgeta Bordea, Nicola Ferro, Paul Buitelaar, Toine Bogers
2016 International Journal on Digital Libraries  
Our results show that it is possible to construct expert profiles starting from automatically extracted expertise topics and that topiccentric approaches outperform state-of-the-art language modelling  ...  Ackwnoledgements This work has been funded in part by a research grant from Science Foundation Ireland (SFI) under Grant Number SFI/12/RC/2289 (INSIGHT).  ...  This resulted in a data set containing 9,046 different publications from these core venues.  ... 
doi:10.1007/s00799-016-0172-8 fatcat:xsxjcfgm3bhxjj4tjomqoobwvi

Modeling the dynamics of personal expertise

Yi Fang, Archana Godavarthy
2014 Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval - SIGIR '14  
area and the expert's current areas; 3) the popularity of the new area.  ...  Specifically, three factors are taken into consideration in whether an expert will choose a new expertise area: 1) the personality of the expert in exploring new areas; 2) the similarity between the new  ...  Instead of using the full-text publications, we utilized the abstracts of publications as expertise evidence of the authors since abstracts are concise summaries of the publications.  ... 
doi:10.1145/2600428.2609521 dblp:conf/sigir/FangG14 fatcat:zojys2b4endp7p6cpwg63r64te

Concept Extraction Applied to the Task of Expert Finding [chapter]

Georgeta Bordea
2010 Lecture Notes in Computer Science  
Related Work Expertise or competence management is a research topic from the area of knowledge management that is concerned with the "identification of skills, knowledge, behaviours, and capabilities needed  ...  Our goal is to explore how existing technologies for concept extraction can be advanced and specialised for extracting expertise topics from text in order to build expertise profiles.  ...  Using the syntactic description of a term, we discover candidate expertise topics in the vicinity of context patterns.  ... 
doi:10.1007/978-3-642-13489-0_42 fatcat:46i4ynulwrgqvo25wgfkm2lrd4

Discovering synergistic qualities of published authors to enhance translational research

Nathan J Bahr, Aaron M Cohen
2008 AMIA Annual Symposium Proceedings  
the development of a collaborative browsing tool to assist the creation of new translational research teams.  ...  Subject complementarity was established by using pairs of frequently co-occurring MeSH terms.  ...  Acknowledgments We wish to acknowledge the support of an Oregon Clinical Translational Research Institute (OCTRI) PILOT8 grant in this research.  ... 
pmid:18999089 pmcid:PMC2655954 fatcat:mhbkz4jqjbfjxk6daclijfyun4

Follow the data: How astronomers use and reuse data

Ashley Sands, Christine L. Borgman, Laura Wynholds, Sharon Traweek
2012 Proceedings of the American Society for Information Science and Technology  
Our research assesses what new infrastructures, divisions of labor, knowledge, and expertise are necessary for the proper care of data.  ...  publication.  ...  Our research assesses what new infrastructures, divisions of labor, knowledge, and expertise are necessary for the proper care of data.  ... 
doi:10.1002/meet.14504901341 fatcat:x7zwammygfgifcsrqx2afn5cae

A system dynamics evaluation model: implementation of health information exchange for public health reporting

J. A. Merrill, M. Deegan, R. V. Wilson, R. Kaushal, K. Fredericks
2013 JAMIA Journal of the American Medical Informatics Association  
Materials and methods Qualitative data were collected over 8 months from seven experts at New York State Department of Health who implemented web services and protocols for querying, receipt, and validation  ...  of electronic data supplied by regional health information organizations.  ...  HITEC is a formal collaborative of researchers at Weill Cornell Medical College, Columbia University, the University of Rochester, and the State University of New York at Albany.  ... 
doi:10.1136/amiajnl-2012-001289 pmid:23292910 pmcid:PMC3715347 fatcat:k2zgq3xwljczriee7n7luatnq4

Welcome to

Seth C. Murray
2018 tppj  
Yet, to be successful across these areas, new skill sets, expertise, and tools must be applied and developed from areas including computer and data science, engineering, machine vision, metabolomics, robotics  ...  Research articles-descriptions of a technology and the resulting biological results from its application to an area of plant science, 3.  ... 
doi:10.2135/tppj2017.03.0001 fatcat:k74qjibapjam5nvcwfaraq4uca
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