Kris Jack, BSc Hons, PhD
London, United Kingdom
Research field: Computer and Information Science - Artificial Intelligence
Recommender Systems, De-duplication, Information Extraction, Data Science
Publications
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Journal Article (7)
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Christian Schlögl, Juan Gorraiz, Christian Gumpendorfer et al. (2014) Comparison of citations, downloads and readership data for an information systems journal. In Scientometrics.
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Roman Kern, Kris Jack, Michael Granitzer (2014) Recommending Scientific Literature: Comparing Use-Cases and Algorithms, 12.
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Stefan Klampfl, Michael Granitzer, Kris Jack et al. (2014) Unsupervised document structure analysis of digital scientific articles, 83-99. In International Journal on Digital Libraries 14 (3).
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Peter Kraker, Christian Schoegl, Kris Jack et al. (2014) Visualization of Co-Readership Patterns from an Online Reference Management System. In arXiv.
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Kris Jack, Maurizio Sambati, Fabrizio Silvestri et al. (2012) Cite-as-you-write. In ERCIM News.
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Kris Jack, Maya Hristakeva, Rosario Garcia de Zuniga et al. (2012) Mendeley's Open Data for Science and Learning: A Reply to the DataTEL Challenge. In Special issue of Datasets and Data Supported Learning in Technology-Enhanced Learning in International Journal of Technology Enhanced Learning.
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Roman Kern, Kris Jack, Michael Granitzer et al. (2012) TeamBeam - Meta-Data Extraction from Scientific Literature. In DLib Magazine 18 (7/8).Download PDF (471.51 KB)
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Book Section (1)
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L Candillier, K Jack, F Fessant et al. (2009) State-of-the-Art Recommender Systems, 1-22. In Collaborative and Social Information Retrieval and Access Techniques for Improved User Modeling.Download PDF (2.22 MB)
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Conference Proceedings (20)
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Christian Schloegl, Juan Gorraiz, Christian Gumpenberger et al. (2014) Are downloads and readership data a substitute for citations? The case of a scholarly journal.. In LIDA.
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Kris Jack, Pablo López-García, Maya Hristakeva et al. (2014) {{citation needed}}: Filling in Wikipedia’s Citation Shaped Holes. In Bibliometric-enhanced Information Retrieval, ECIR.
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Ilija Subašic, Kris Jack (2013) Defining "Good" and Building "Better" Social Catalogues? Framework for Measuring and Improving the Quality of Research Literature Catalogues. In Workshop on Learning Object Analytics for Repositories Collections and Federations.Download PDF (103.07 KB)
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Christian Schloegl, Juan Gorraiz, Christian Gumpendorfer et al. (2013) Download vs. Citation vs. Readership Data: The Case of an Information Systems Journal. In 14th International Society of Scientometrics and Informetrics Conference.Download PDF (424.86 KB)
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Mark Levy, Kris Jack (2013) Efficient Top-N Recommendation by Linear Regression. In Large Scale Recommender Systems Workshop in RecSys'13.
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Peter Kraker, Kris Jack, Christian Schloegl et al. (2013) Head Start: Improving Academic Literature Search with Overview Visualizations based on Readership Statistics. In Web Science 2013.
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Juan Gorraiz, Christian Gumpenberger, Kris Jack et al. (2013) Translational twists and turns: Science as a socio-economic endeavor. In 18th International Conference on Science and Technology Indicators.
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Michael Granitzer, Maya Hristakeva, Robert Knight et al. (2012) A Comparison of Layout based Bibliographic Metadata Extraction Techniques, 1. In International Conference on Web Intelligence, Mining and Semantics 2012.Download PDF (352.5 KB)
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Michael Granitzer, Maya Hristakeva, Robert Knight et al. (2012) A Comparison of Metadata Extraction Techniques for Crowdsourced Bibliographic Metadata Management. In Proceedings of the 27th Symposium On Applied Computing.Download PDF (166.16 KB)
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Peter Kraker, Christian Körner, Kris Jack et al. (2012) Harnessing User Library Statistics for Research Evaluation and Knowledge Domain Visualization. In 1st International Workshop on Large Scale Network Analysis, WWW 2012.Download PDF (378.52 KB)
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Report (2)
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Kris Jack, Chris Reed, Annalu Waller (2009) Investigating Child Language Acquisition through Computational Modelling.Download PDF (996.42 KB)
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Kris Jack, Florence Duclaye (2007) Preferences and Whims: Personalised Information Retrieval on Structured Data and Knowledge Management.Download PDF (107.07 KB)
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Thesis (1)
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Kris Jack (2006) A Computational Model of Staged Language Acquisition..Download PDF (2.24 MB)
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Awards and Grants
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Jun 2005Nuffield Foundation View website
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Jun 2005Royal Academy of Engineering View website
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Jun 2004AISB View website
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Apr 2001NCR Scotland Prize for Excellence in Computing View website
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Apr 2000NCR Scotland Prize for Excellence in Computing View website
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Apr 1999NCR Scotland Prize for Excellence in Computing View website
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Apr 1998NCR Scotland Prize for Excellence in Computing View website
Biographical Information
Mendeley's Chief Data Scientist, running Knowledge Discovery products and R&D activities. Main responsibilities:
- Lead Mendeley's Data Science team
- Design and build Knowledge Discovery products (e.g. recommendation engine, crowd-sourced research catalogue, search engine and knowledge hub)
- Integrate innovative data technologies in Mendeley’s products
- Manage grant funded projects with a net worth of over 1 million euros
Mendeley (Senior Data Mining Engineer)
- Personalised recommendation system for research material.
- Building related research feature from document relatedness algorithms.
- Automatic reference extraction using Conditional Random Fields.
- Data mining team lead
+ lots more!
NaCTeM, School of Computer Science, University of Manchester, UK (Research Associate)
- Developing text mining tools in the biomedical domain.
- Recommendation system for clinical trial protocols.
- Semantically-based information extraction.
Commissariat à l'Energie Atomique (CEA), France (Expert Research & Development Engineer)
- Developing a semantic map of the French language.
- Machine learning techniques including automatic classification of huge sets of web pages.
- Researcher's tool for studying child language acquisition.
Orange Labs (Formally France Télécom R&D), France (Expert Research & Development Engineer)
- Developing a personalised system for Orange film buyers.
- Recommendation system for films using a new hybrid approach giving more control to users.
- Data visualisation of actor similarity using the google distance metric and displayed as radial trees.
School of Computing, University of Dundee, UK (PhD in Artificial Intelligence)
- A computational model of language acquisition.
- Modelling the developmental trajectory of child language through multiple stages from word learning to employing role-based syntax.
- Explaining psycholinguistic data through computational modeling.
- Lead Mendeley's Data Science team
- Design and build Knowledge Discovery products (e.g. recommendation engine, crowd-sourced research catalogue, search engine and knowledge hub)
- Integrate innovative data technologies in Mendeley’s products
- Manage grant funded projects with a net worth of over 1 million euros
Mendeley (Senior Data Mining Engineer)
- Personalised recommendation system for research material.
- Building related research feature from document relatedness algorithms.
- Automatic reference extraction using Conditional Random Fields.
- Data mining team lead
+ lots more!
NaCTeM, School of Computer Science, University of Manchester, UK (Research Associate)
- Developing text mining tools in the biomedical domain.
- Recommendation system for clinical trial protocols.
- Semantically-based information extraction.
Commissariat à l'Energie Atomique (CEA), France (Expert Research & Development Engineer)
- Developing a semantic map of the French language.
- Machine learning techniques including automatic classification of huge sets of web pages.
- Researcher's tool for studying child language acquisition.
Orange Labs (Formally France Télécom R&D), France (Expert Research & Development Engineer)
- Developing a personalised system for Orange film buyers.
- Recommendation system for films using a new hybrid approach giving more control to users.
- Data visualisation of actor similarity using the google distance metric and displayed as radial trees.
School of Computing, University of Dundee, UK (PhD in Artificial Intelligence)
- A computational model of language acquisition.
- Modelling the developmental trajectory of child language through multiple stages from word learning to employing role-based syntax.
- Explaining psycholinguistic data through computational modeling.
CV
Professional Experience
2012 -
Present
Mar
2010 -
Jul 2012
Sep
2009 -
Mar 2010
Jun
2008 -
Jun 2009
Dec
2006 -
Jun 2008
Education
Aug
2002 -
Oct 2006
Aug
1998 -
Aug 2002
Consulting Services
International Projects
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2013-now EEXCESS European Project (http://eexcess.eu/) Chief Scientist for Mendeley
2012-now ERASM European Project: Chief Scientist for Mendeley (EUROSTARS Project)
2012-2014 CODE European Project (http://code-research.eu/): Chief Scientist for Mendeley
2011-2014 TEAM European Project (http://team-project.tugraz.at/): Chief Scientist for Mendeley
2011-2012 MAKIN' IT European Project: Datamining Engineer (EUROSTARS Project)
Invited Talks
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2013 Invited Keynote: Mendeley’s Research Catalogue: building it, opening it up and making it even more useful for researchers, WOSP'13, JCDL'13 (http://www.slideshare.net/KrisJack/wops-2013krisjack),
2012 Invited Speaker: Mendeley Suggest: engineering a personalised article recommender system, Recommender Systems 2012, Dublin
2012 Invited Speaker: Mendeley’s data and perspective on data challenges, Recommender Systems 2012, Dublin
2012 Invited Speaker: Scientific Article Recommendation with Mahout, Data Science London (http://www.slideshare.net/KrisJack/scientific-article-recommendation-with-mahout)
2012 Invited Speaker: Mahout becomes a Researcher: Large Scale Recommendations at Mendeley, Big Data Week, Hadoop Users Group UK (http://www.slideshare.net/KrisJack/mahout-becomes-a-researcher-large-scale-recommendations-at-mendeley)
2012 Invited Speaker: Cloud Elephants and Witches: A Big Data Tale from Mendeley, DataScience (http://datascience.at/), Graz, Austria
2011 Invited Keynote: Special track on Recommendation, Data Sharing and Research Practices in Science 2.0, I-KNOW 2011
2010 Invited Keynote: Recommender Systems for Technology Enhanced Learning (RecSysTEL, http://adenu.ia.uned.es/workshops/recsystel2010/)
Programme Chair
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2014 International Workshop on Mining Scientific Publications, Digital Libraries 2014.
2013 Workshop on Academic-Industrial Collaborations for Recommender Systems 2013 (http://bit.ly/114XDsE).
2012 ScienceRec12, ACM Recommender Systems 2012 (http://2012.recsyschallenge.com/).
2012 Special Track Research 2.0, I-KNOW 2012 (http://i-know.tugraz.at/i-science/science-2-0).
2011 Special track on Recommendation, Data Sharing and Research Practices in Science 2.0, I-KNOW 2011.
Programme Committee
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2014 RecSys Challenge 2014 (http://2014.recsyschallenge.com/)
2014 Recommender Systems Evaluation: Dimensions and Design (REDD), ACM RecSys 2014.
2014 4th International Workshop on Mining Ubiquitous and Social Environments (MUSE) (https://www.kde.cs.uni-kassel.de/ws/muse2013)
2014 Synchronic and Diachronic Approaches to Analyzing Technical Language (SADAATL), COLING 2014.
2014 I-KNOW 2014 (http://i-know.tugraz.at/)
2014 Recommender Systems for Learning, 14th IEEE International Conference on Advanced Learning Technologies - ICALT2014 (http://www.ask4research.info/icalt/2014/node/7)
2014 5th International Workshop on Modeling Social Media: Mining Big Data in Social Media and the Web, WWW2014.
2013 ACM RecSys conference workshop on Reproducibility and Replication in Recommender Systems Evalaution (RepSys) (http://repsys.project.cwi.nl/)
2013 Metadata & Semantics for Open Access Repositories & Data Infrastructures 2013, MTSR'13
2013 2nd International Workshop on Mining Scientific Publications, JCDL 2013 (http://core-project.kmi.open.ac.uk/jcdl2013/)
2013 I-KNOW 2013 (http://i-know.tugraz.at/)
2013 Hypertext2013 (http://ht.acm.org/ht2013/)
2013 Linking people: Social Media, Hypertext 2013 (http://ht.acm.org/ht2013/tracks/social/)
2012 Metadata & Semantics for Open Access Repositories, Research Information Systems and Infrastructurse (http://mtsr2012.uca.es/), MTSR'12
2012 1st International Workshop on Mining Scientific Publications, JCDL 2012 (http://core-project.kmi.open.ac.uk/jcdl2012/)
2011 Metadata & Semantics for Open Access Repositories & Infrastructures 2011 (http://ieru.org/org/mtsr2011/OAR/), MTSR'11
2009 Rencontres Jeunes Chercheurs en Recherche d'Informations 2009
Advisory Boards
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2012 - Present: Sitting on the Editorial Advisory Board for the Journal of Open Research Software
2012 - Present: Sitting on the External Advisory Board for the FP7 INFRA project called "agINFRA: A data infrastructure to support agricultural scientific communities" (http://www.aginfra.eu/).
Interviews
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2013 - How To Make Room For Experts In Your App, Luke Dormehl (http://www.fastcolabs.com/3014630/open-company/how-to-make-room-for-experts-in-your-app)
International Projects
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2013-now EEXCESS European Project (http://eexcess.eu/) Chief Scientist for Mendeley
2012-now ERASM European Project: Chief Scientist for Mendeley (EUROSTARS Project)
2012-2014 CODE European Project (http://code-research.eu/): Chief Scientist for Mendeley
2011-2014 TEAM European Project (http://team-project.tugraz.at/): Chief Scientist for Mendeley
2011-2012 MAKIN' IT European Project: Datamining Engineer (EUROSTARS Project)
Invited Talks
---------------
2013 Invited Keynote: Mendeley’s Research Catalogue: building it, opening it up and making it even more useful for researchers, WOSP'13, JCDL'13 (http://www.slideshare.net/KrisJack/wops-2013krisjack),
2012 Invited Speaker: Mendeley Suggest: engineering a personalised article recommender system, Recommender Systems 2012, Dublin
2012 Invited Speaker: Mendeley’s data and perspective on data challenges, Recommender Systems 2012, Dublin
2012 Invited Speaker: Scientific Article Recommendation with Mahout, Data Science London (http://www.slideshare.net/KrisJack/scientific-article-recommendation-with-mahout)
2012 Invited Speaker: Mahout becomes a Researcher: Large Scale Recommendations at Mendeley, Big Data Week, Hadoop Users Group UK (http://www.slideshare.net/KrisJack/mahout-becomes-a-researcher-large-scale-recommendations-at-mendeley)
2012 Invited Speaker: Cloud Elephants and Witches: A Big Data Tale from Mendeley, DataScience (http://datascience.at/), Graz, Austria
2011 Invited Keynote: Special track on Recommendation, Data Sharing and Research Practices in Science 2.0, I-KNOW 2011
2010 Invited Keynote: Recommender Systems for Technology Enhanced Learning (RecSysTEL, http://adenu.ia.uned.es/workshops/recsystel2010/)
Programme Chair
---------------------
2014 International Workshop on Mining Scientific Publications, Digital Libraries 2014.
2013 Workshop on Academic-Industrial Collaborations for Recommender Systems 2013 (http://bit.ly/114XDsE).
2012 ScienceRec12, ACM Recommender Systems 2012 (http://2012.recsyschallenge.com/).
2012 Special Track Research 2.0, I-KNOW 2012 (http://i-know.tugraz.at/i-science/science-2-0).
2011 Special track on Recommendation, Data Sharing and Research Practices in Science 2.0, I-KNOW 2011.
Programme Committee
---------------------------
2014 RecSys Challenge 2014 (http://2014.recsyschallenge.com/)
2014 Recommender Systems Evaluation: Dimensions and Design (REDD), ACM RecSys 2014.
2014 4th International Workshop on Mining Ubiquitous and Social Environments (MUSE) (https://www.kde.cs.uni-kassel.de/ws/muse2013)
2014 Synchronic and Diachronic Approaches to Analyzing Technical Language (SADAATL), COLING 2014.
2014 I-KNOW 2014 (http://i-know.tugraz.at/)
2014 Recommender Systems for Learning, 14th IEEE International Conference on Advanced Learning Technologies - ICALT2014 (http://www.ask4research.info/icalt/2014/node/7)
2014 5th International Workshop on Modeling Social Media: Mining Big Data in Social Media and the Web, WWW2014.
2013 ACM RecSys conference workshop on Reproducibility and Replication in Recommender Systems Evalaution (RepSys) (http://repsys.project.cwi.nl/)
2013 Metadata & Semantics for Open Access Repositories & Data Infrastructures 2013, MTSR'13
2013 2nd International Workshop on Mining Scientific Publications, JCDL 2013 (http://core-project.kmi.open.ac.uk/jcdl2013/)
2013 I-KNOW 2013 (http://i-know.tugraz.at/)
2013 Hypertext2013 (http://ht.acm.org/ht2013/)
2013 Linking people: Social Media, Hypertext 2013 (http://ht.acm.org/ht2013/tracks/social/)
2012 Metadata & Semantics for Open Access Repositories, Research Information Systems and Infrastructurse (http://mtsr2012.uca.es/), MTSR'12
2012 1st International Workshop on Mining Scientific Publications, JCDL 2012 (http://core-project.kmi.open.ac.uk/jcdl2012/)
2011 Metadata & Semantics for Open Access Repositories & Infrastructures 2011 (http://ieru.org/org/mtsr2011/OAR/), MTSR'11
2009 Rencontres Jeunes Chercheurs en Recherche d'Informations 2009
Advisory Boards
--------------------
2012 - Present: Sitting on the Editorial Advisory Board for the Journal of Open Research Software
2012 - Present: Sitting on the External Advisory Board for the FP7 INFRA project called "agINFRA: A data infrastructure to support agricultural scientific communities" (http://www.aginfra.eu/).
Interviews
----------------
2013 - How To Make Room For Experts In Your App, Luke Dormehl (http://www.fastcolabs.com/3014630/open-company/how-to-make-room-for-experts-in-your-app)
Public Groups
Public groups Kris is a member of
Institution groups Kris is a member of
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