Christina Lioma
Professor
Machine Learning
Universitetsparken 5, 2100 København Ø
ORCID: 0000-0003-2600-2701
Information Retrieval Lab webpage
Primære forskningsområder
- Information Retrieval (search engines), Data Science (data/web mining), Text Analytics
- Applied Machine Learning, Natural Language Processing, Computational Linguistics, Recommender Systems, Artificial Intelligence
Undervisnings- og vejledningsområder
- 2018 "Web Science" (master level)
- 2017 "Programming and Problem Solving/Programmering og Problemløsning" (bachelor level)
- 2017 "Web Science" (master level)
- 2017 "Information Retrieval" (master level)
- 2016 "Programming and Problem Solving/Programmering og Problemløsning" (bachelor level)
- 2016 "Big Data - Tools and Methods" (summer school)
- 2016 "Web Science" (master level)
- 2016 "Information Retrieval" (master level)
- 2015 "Programming and Problem Solving/Programmering og Problemløsning" (bachelor level)
- 2015 "Information Retrieval" (master level)
- 2014 "Bachelor Project in Computer Science"
- 2014 "Information Retrieval" (master level)
- 2014 "Introduction to Computer Science/Grundlæggende Datalogi" (bachelor level)
- 2013 "Information Retrieval and Interaction" (master level)
- 2013 "Introduction to Computer Science/Grundlæggende Datalogi" (bachelor level)
- 2012 "Introduction to Computer Science/Grundlæggende Datalogi" (bachelor level)
- 2010 "Introduction to Information Retrieval" (master level) - University of Stuttgart
- 2009 "Information Retrieval" (Ph.D. level) - University of Konstanz
- 2009 "Computational Linguistics" (bachelor level) - University of Konstanz
- 2009 "Machine Language Processing" (master level) - University of Konstanz
- 2009 "Perl Programming" - University of Konstanz
Supervision
PhD students
- 2017- Dongsheng Wang (with Jakob Grue Simonsen)
- 2016-2018 Sisi Gui (with Wei Lu)
- 2016- Niklas Hjuler (with Stephen Alstrup)
- 2014-2018 Niels Dalum Hansen (with Ingemar Cox)
- 2014-2018 Brian Brost (with Ingemar Cox)
- 2013-2017 Casper Petersen (with Jakob Grue Simonsen)
- 2011 Alok Kothari (with Hinrich Schütze at the University of Stuttgart)
- 2010 Charles Jochim (with Hinrich Schütze at the University of Stuttgart)
MSc theses
- 2018 Jiri Brazdil "Semantic Representation of Food Ingredients in Recipes" (with Jakob Grue Simonsen)
- 2017 Zar Goertzel "Offer Networks Simulation and Dynamics" (with Christian Wulff-Nilsen)
- 2016 Marco Johns "Investigating Skip-grams for Language Model Ranking in Information Retrieval" (with Jakob Grue Simonsen)
- 2016 Jens Dahl Møllerhøj "Semi Supervised Extraction of Skills from Danish Job Postings using Bootstrapping"
- 2014 Peter Hillebrandt Poulsen and Martin Holst Erichsen "A Hybrid Wrapper Generator for Extracting Structured Web Content" (with Jakob Grue Simonsen)
- 2014 Shuhab Hussain and Irfan Ullah Siddiqui "Video Recommender System for Digital Learning" (with Stephen Alstrup)
- 2014 Ashwini Joshi "Information Retrieval Ranking Model Using Suffix Tree Data Structures" (with Ingemar Cox and Pawel Winter)
- 2014 Niels Dalum Hansen "Inference of Sentiment and Topic in Hotel Reviews"
- 2013 Justinas Murzinas "Plagiarism Detection in Technical Domains Using Machine Learning" (with Stephen Alstrup)
- 2013 Daniel Mørch Andersen "Application and Evaluation of a Recommender System Based on Implicit Data in an E-Commerce Scenario" (with Toine Bogers)
- 2013 Casper Andersen & Daniel Christensen "User Logs for Query Disambiguation"
- 2012 Youhui Shi "Information Retrieval and Sentiment Analysis for Scientific Literature"
- 2011 Radu Dragusin & Paula Petcu "A Vertical Search Engine Supporting Diagnosis of Rare Diseases" (with Ole Winther)
- 2009 Javier Arias Moreno "Search Engine Optimisation and Dataset Builder" (with Marie-Francine Moens at Katholieke Universiteit Leuven)
- 2009 Yue Xin "Classifying Music without Hearing it" (with Marie-Francine Moens at Katholieke Universiteit Leuven)
MSc projects/theses
- 2016 Andrew Parli "Using Skip-Grams to Improve Search Ranking"
- 2013 Niels Dalum Hansen "Authorial Fingerprinting Based on Essays by High School Students" (with Stephen Alstrup)
BSc students
- 2015 Andrew Parli "Virksomhedsprojekt Hos MaCom" - Industry Project
- 2014 Mads Hansen and Simon Outzen "Mining Web Data Streams to Infer Political Orientation" (with Ingemar Cox)
- 2013 Kristian Holm "Virksomhedsprojekt Hos MaCom" (with Stephen Alstrup) - Industry Project
- 2013 Ahmed Al Aqtash, Emil A. Johanson, Martin Jørgensen, Nicolai Willems "Managing Hand-in across Low Bandwidth" (with Stephen Alstrup) - Industry Project
Organisation
- Senior program committee member of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018)
- Senior program committee member of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)
- Program co-chair for short papers for the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2017)
- Associate Editor of the ACM Transactions on Information Systems (TOIS) 2017-
- Associate Editor for the Journal of Information Processing & Management (IPM) 2016-
- Associate Editor for the Journal of the Association for Information Science and Technology (JASIST) 2016-
- Senior program committee member of the 25th ACM International Conference on Information and Knowledge Management (CIKM)
- Tutorials co-chair of the 2016 38th European Conference on Information Retrieval (ECIR 2016)
- Student mentor of the 2015 37th European Conference on Information Retrieval (ECIR 2015)
- Co-organiser of the 2014 IEEE Big Data Workshop on Challenges & Issues on Scholarly Big Data Discovery and Collaboration (SBD 2014), in conjunction with IEEE Big Data Conference: http://crystal.exp.sis.pitt.edu/SBD14/
- Doctoral consortium mentor of the 2014 Information Interaction in Context Conference (IIiX 2014)
- General co-chair of the 2013 International Conference on the Theory of Information Retrieval in co-operation with ACM: http://www.ictir2013.org/
- Co-organiser of the 2013 IEEE Big Data Workshop on Scholarly Big Data: Challenges and Ideas (SBD 2013), in conjunction with IEEE Big Data Conference: http://itlab.dbit.dk/~sbd2013/
- Doctoral consortium mentor of the 2012 Information Interaction in Context Conference (IIiX 2012)
- Co-organiser of the 2012 Workshop on Task-Based and Aggregated Search (TBAS 2012), in conjunction with the European Conference on Information Retrieval (ECIR): http://itlab.dbit.dk/~tbas2012/
Research Funding
- 2017 - 2021 "Quantum Information Access and Retrieval Theory (QUARTZ)", EU Horizon 2020 Marie Sklodowska-Curie Innovative Training Network
- 2016 "BtB monitoreringsværktøj til at overvåge branddialogen på Snapchat - en opsamling og semantisk analyse af billeder og video", Danmarks Innovationsfond, InnoBooster
- 2016 - 2020 "DAnish Center for Big Data Analytics and Innovation (DABAI)", Danmarks Innovationsfond, Societal Partnerships
- 2015 - 2018 "Industrial Data Analysis Service (IDAS)", Industriensfond
- 2014 - 2017 "Computational Epidemiology for Infectious Disease Surveillance and Vaccine Effectiveness", Danmarks Innovationsfond, Industrial PhD
- 2012 - 2014, FREJA Research Excellence Fellowship, University of Copenhagen
ID: 37889644
Flest downloads
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3376
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Specialised tools are needed when searching the web for rare disease diagnoses
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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1657
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Examining the content load of part of speech blocks for information retrieval
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
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716
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Preliminary study of technical terminology for the retrieval of scientific book metadata records
Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › fagfællebedømt
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