Publications
| Title: | Efficient Tag Recommendation for Real-Life Data | | Type: | Journal article | | Author(s): | Marek Lipczak and Evangelos Milios | | Additional Info: | ACM Trans. Intell. Syst. Technol. 3, 1, Article 2 | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Learning in Efficient Tag Recommendation | | Type: | Conference paper | | Author(s): | Marek Lipczak and Evangelos Milios | | Additional Info: | RecSys '10: Proc. the 4th ACM Conference on Recommender Systems | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | The impact of resource title on tags in collaborative tagging systems | | Type: | Conference paper | | Author(s): | Marek Lipczak and Evangelos Milios | | Additional Info: | HT'10: Proceedings of the 21th ACM Conference on Hypertext and Hypermedia | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Investigating the properties of a social bookmarking and tagging network | | Type: | Journal article | | Author(s): | Ralitsa Angelova, Marek Lipczak, Evangelos Milios and Pawel Pralat | | Additional Info: | International Journal of Data Warehousing and Mining | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Tag Sources for Recommendation in Collaborative Tagging Systems | | Type: | Workshop Paper | | Author(s): | Marek Lipczak, Yeming Hu, Yael Kollet, Evangelos Milios | | Additional Info: | Proceedings of the ECML/PKDD 2009 Discovery Challenge Workshop, part of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. The presented system got first place in "content-based" recommendation task, third place in "graph-based" recommendation task and first place in "online" recommendation task | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Agglomerative Genetic Algorithm for Clustering in Social Networks | | Type: | Conference Paper | | Author(s): | Marek Lipczak and Evangelos Milios | | Additional Info: | GECCO '09: Proceedings of the 11th annual conference on genetic and evolutionary computation, Montreal, Canada | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Tag Recommendation for Folksonomies Oriented towards Individual Users | | Type: | Conference Paper | | Author(s): | Marek Lipczak | | Additional Info: | Proceedings of the ECML/PKDD 2008 Discovery Challenge Workshop, part of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Antwerp, Belgium | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Characterizing a social bookmarking and tagging network | | Type: | Conference Paper | | Author(s): | Ralitsa Angelova, Marek Lipczak, Evangelos Milios and Pawel Pralat | | Additional Info: | Proceedings of the ECAI 2008 Workshop on Mining Social Data (MSoDa), Patras, Greece | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Natural Search Pointers - a query formulation method for structured information search | | Type: | Conference Paper | | Author(s): | Marek Lipczak, James Blustein and Evangelos Milios | | Additional Info: | HSI '08: Proceedings of the Conference on Human System Interaction, Krakow, Poland | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Intuitive approach to search in structured information | | Type: | Master Thesis | | Author(s): | Marek Lipczak | | Additional Info: | Defended in June 2007 at Warsaw University of Technology | | Download: | | | Abstract: | | | BibTEX: | |
| Title: | Natural Search Queries for Consumer-Oriented Databases | | Type: | Conference Paper | | Author(s): | Marek Lipczak and Evangelos Milios | | Additional Info: | ICAS '07: Proceedings of the Third International Conference on Autonomic and Autonomous Systems ( KUI workshop), Athens | | Download: | [pdf], | | Abstract: | | | BibTEX: | |
| Title: | Natural Search Queries - a machine learning approach to a search interface for consumer-oriented databases | | Type: | Technical Report | | Author(s): | Marek Lipczak and Evangelos Milios | | Additional Info: | Published by Dalhousie University (CS-2007-1) | | Download: | [pdf], [ps], | | Abstract: | | | BibTEX: | |
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