ScholarLens: extracting competences from research publications for the automatic generation of semantic user profiles

Title ScholarLens: extracting competences from research publications for the automatic generation of semantic user profiles Publication Type Journal Article Year of Publication 2017 Authors Sateli, B. [14], F. Löffler [15], B. König-Ries [16], and R. Witte [17] Refereed Designation Refereed Journal PeerJ Computer Science Volume 3 Pagination e121 Date Published 07/2017 ISSN 2376-5992

[1]  R. Likert “Technique for the Measurement of Attitudes, A” , 2022, The SAGE Encyclopedia of Research Design.

[2]  Ingrid Zukerman,et al.  Natural Language Processing and User Modeling: Synergies and Limitations , 2001, User Modeling and User-Adapted Interaction.

[3]  David M. Shotton,et al.  Semantic publishing: the coming revolution in scientific journal publishing , 2009, Learn. Publ..

[4]  Akrivi Katifori,et al.  Creating an Ontology for the User Profile: Method and Applications , 2007, RCIS.

[5]  Tom Heath,et al.  Linked Data: Evolving the Web into a Global Data Space , 2011, Linked Data.

[6]  John G. Breslin,et al.  Understanding how Twitter is used to spread scientific messages , 2010 .

[7]  Bahar Sateli,et al.  Semantic representation of scientific literature: bringing claims, contributions and named entities onto the Linked Open Data cloud , 2015, PeerJ Comput. Sci..

[8]  Richard Chbeir,et al.  User Profile Matching in Social Networks , 2010, 2010 13th International Conference on Network-Based Information Systems.

[9]  Alessandro Micarelli,et al.  User Profiles for Personalized Information Access , 2007, The Adaptive Web.

[10]  Ellen M. Voorhees,et al.  Retrieval evaluation with incomplete information , 2004, SIGIR '04.

[11]  Matthew Rowe,et al.  Finding Co-solvers on Twitter, with a Little Help from Linked Data , 2012, ESWC.

[12]  Tina M. Teodorescu Competence versus competency: What is the difference? , 2006 .

[13]  Hinrich Schütze,et al.  Introduction to information retrieval , 2008 .

[14]  Tim Berners-Lee,et al.  Publishing on the semantic web , 2001, Nature.

[15]  Bamshad Mobasher,et al.  Web search personalization with ontological user profiles , 2007, CIKM '07.

[16]  Tobias Höllerer,et al.  LinkedVis: exploring social and semantic career recommendations , 2013, IUI '13.

[17]  Miss. Rupali R. Deshmukh Web Search personalization with Ontological user Profiles , 2013 .

[18]  Pablo Castells,et al.  Extracting multilayered Communities of Interest from semantic user profiles: Application to group modeling and hybrid recommendations , 2011, Comput. Hum. Behav..

[19]  Boris Brandherm,et al.  Gumo - The General User Model Ontology , 2005, User Modeling.

[20]  Pablo N. Mendes,et al.  Improving efficiency and accuracy in multilingual entity extraction , 2013, I-SEMANTICS '13.

[21]  Wendy Hall,et al.  The Semantic Web Revisited , 2006, IEEE Intelligent Systems.

[22]  Hugh C. Davis,et al.  A (multi'domain'sional) Scrutable User Modelling Infrastructure for Enriching Lifelong User Modelling , 2009 .

[23]  Gilbert Paquette,et al.  An Ontology and a Software Framework for Competency Modeling and Management , 2007, J. Educ. Technol. Soc..

[24]  P. Buitelaar,et al.  Topic Extraction from Scientific Literature for Competency Management , 2022 .

[25]  Jaana Kekäläinen,et al.  Cumulated gain-based evaluation of IR techniques , 2002, TOIS.

[26]  Jie Tang,et al.  A Combination Approach to Web User Profiling , 2010, TKDD.

[27]  John G. Breslin,et al.  Aggregated, interoperable and multi-domain user profiles for the social web , 2012, I-SEMANTICS '12.

[28]  Kalina Bontcheva,et al.  Text Processing with GATE , 2011 .

[29]  Alfred Kobsa,et al.  Generic User Modeling Systems , 2001, User modeling and user-adapted interaction.

[30]  Mark Levene,et al.  Search Engines: Information Retrieval in Practice , 2011, Comput. J..

[31]  Paul Buitelaar,et al.  Expertise Mining , 2010 .

[32]  Birgitta König-Ries,et al.  Semantic User Profiles: Learning Scholars' Competences by Analyzing their Publications , 2016 .

[33]  Siegfried Handschuh,et al.  An Ontology-Based Technique for Online Profile Resolution , 2013, SocInfo.

[34]  Miltiadis D. Lytras,et al.  Knowledge management and knowledge management systems , 2005 .

[35]  Jörgen Sandberg Competence—the basis for a smart workforce , 2002 .

[36]  Christine Kunzmann,et al.  Towards a Human Resource Development Ontology for Combining Competence Management and Technology-Enhanced Workplace Learning , 2006, OTM Workshops.

[37]  Steffen Staab,et al.  Bibster - A Semantics-Based Bibliographic Peer-to-Peer System , 2004, International Semantic Web Conference.

[38]  Ansgar Scherp,et al.  Profiling vs. time vs. content: What does matter for top-k publication recommendation based on Twitter profiles? , 2016, 2016 IEEE/ACM Joint Conference on Digital Libraries (JCDL).

[39]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[40]  Gregoris Mentzas,et al.  Competency based management: a review of systems and approaches , 2006, Inf. Manag. Comput. Secur..

[41]  Maryam Fazel-Zarandi,et al.  An Ontology for Skill and Competency Management , 2012, FOIS.

[42]  Paul Buitelaar,et al.  DERIUNLP: A Context Based Approach to Automatic Keyphrase Extraction , 2010, SemEval@ACL.

[43]  Peter Brusilovsky,et al.  User Models for Adaptive Hypermedia and Adaptive Educational Systems , 2007, The Adaptive Web.

[44]  Òscar Celma,et al.  Foafing the Music: Bridging the Semantic Gap in Music Recommendation , 2006, SEMWEB.

[45]  Qi Gao,et al.  Analyzing user modeling on twitter for personalized news recommendations , 2011, UMAP'11.

[46]  Hugh C. Davis,et al.  Transforming a Competency Model to Parameterised Questions in Assessment , 2008, WEBIST.

[47]  Gerd Stumme,et al.  Semantic Methods and Tools for Information Portals – The SemIPort Project , 2002 .

[48]  M. de Rijke,et al.  Expertise Retrieval , 2012, Found. Trends Inf. Retr..

[49]  Demetrios G. Sampson,et al.  Competence Models in Technology-Enhanced Competence-Based Learning , 2008 .

[50]  M. de Rijke,et al.  Determining Expert Profiles (With an Application to Expert Finding) , 2007, IJCAI.

[51]  Christian Bizer,et al.  DBpedia spotlight: shedding light on the web of documents , 2011, I-Semantics '11.

[52]  Martin Szomszor,et al.  Semantic Modelling of User Interests Based on Cross-Folksonomy Analysis , 2008, SEMWEB.

[53]  Ying Ding,et al.  VIVO: A Semantic Approach to Scholarly Networking and Discovery , 2012, Synthesis Lectures on the Semantic Web.

[54]  Paul Buitelaar,et al.  Expertise Mining for Enterprise Content Management , 2012, LREC.