Prof. Dr. Günther Specht

@inproceedings{Binna:2018:HHO:3183713.3196896,
 author = {Binna, Robert and Zangerle, Eva and Pichl, Martin and Specht, G\"{u}nther and Leis, Viktor},
 title = {HOT: A Height Optimized Trie Index for Main-Memory Database Systems},
 booktitle = {Proceedings of the 2018 International Conference on Management of Data},
 series = {SIGMOD '18},
 year = {2018},
 isbn = {978-1-4503-4703-7},
 location = {Houston, TX, USA},
 pages = {521--534},
 numpages = {14},
 url = {http://doi.acm.org/10.1145/3183713.3196896},
 doi = {10.1145/3183713.3196896},
 acmid = {3196896},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {height optimized trie, index, main memory, simd},
} 

@inproceedings{Murauer:2018:DMG:3184558.3191822,
 author = {Murauer, Benjamin and Specht, G\"{u}nther},
 title = {Detecting Music Genre Using Extreme Gradient Boosting},
 booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018},
 series = {WWW '18},
 year = {2018},
 isbn = {978-1-4503-5640-4},
 location = {Lyon, France},
 pages = {1923--1927},
 numpages = {5},
 url = {https://doi.org/10.1145/3184558.3191822},
 doi = {10.1145/3184558.3191822},
 acmid = {3191822},
 publisher = {International World Wide Web Conferences Steering Committee},
 address = {Republic and Canton of Geneva, Switzerland},
 keywords = {gradient boosting, music classification, neural network},
} 

@inproceedings{DBLP:conf/ecir/zangerle17,
title = {ALF-200k: Towards Extensive Multimodal Analyses of Music Tracks and Playlists},
author = {Eva Zangerle and Michael Tschuggnall and Stefan Wurzinger and Günther Specht},
doi = {10.1007/978-3-319-76941-7_48},
isbn = {978-3-319-76941-7},
year = {2018},
date = {2018-01-01},
booktitle = {Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2018},
pages = {584--590},
publisher = {Springer},
address = {Cham},
abstract = {In recent years, approaches in music information retrieval have been based on multimodal analyses of music incorporating audio as well as lyrics features. Because most of those approaches are lacking reusable, high-quality datasets, in this work we propose ALF-200k, a publicly available, novel dataset including 176 audio and lyrics features of more than 200,000 tracks and their attribution to more than 11,000 user-created playlists. While the dataset is of general purpose and thus, may be used in experiments for diverse music information retrieval problems, we present a first multimodal study on playlist features and particularly analyze, which type of features are shared within specific playlists and thus, characterize it. We show that while acoustic features act as the major glue between tracks contained in a playlists, also lyrics features are a powerful means to attribute tracks to playlists.}
}

@Article{Specht2018,
author="Specht, G{\"u}nther",
title="Die Forschungsgruppe Datenbanken und Informationssysteme an der Universit{\"a}t Innsbruck",
journal="Datenbank-Spektrum",
year="2018",
month="Mar",
day="01",
volume="18",
number="1",
pages="51--56",
abstract="In diesem Beitrag wird die Forschungsgruppe Datenbanken und Informationssysteme der Universit{\"a}t Innsbruck vorgestellt. Dabei wird ein {\"U}berblick {\"u}ber das Umfeld, die aktuellen Forschungsthemen und die Lehraktivit{\"a}ten gegeben.",
issn="1610-1995",
doi="10.1007/s13222-018-0278-9",
url="https://doi.org/10.1007/s13222-018-0278-9"
}

@article{freebim2017,
  author={Specht, G{\"u}nther and Breuss, Rainer},
  title={{Der freeBIM Merkmalserver}},
  booktitle={Beton-Kalender},
  pages={363--366},
  volume={1},
  url={https://www.ernst-und-sohn.de/beton-kalender-2018},
  year={2018},
}

@online{dha17_lyrics,
title = {Analyzing Coherent Characteristics in Music Playlists},
author = {Eva Zangerle and Michael Tschuggnall and Stefan Wurzinger and G\"{u}nther Specht},
year = {2017},
date = {2017-12-06},
organization = {4th Digital Humanities Austria Conference},
howpublished = {4th Digital Humanities Austria Conference},
url = {https://www.uibk.ac.at/congress/dha2017/bilder-und-dateien/poster_zangerle.pdf}
}

@inproceedings{sympmm,
title = {Mining Culture-Specific Music Listening Behavior from Social Media Data},
author = {Pichl, Martin and Zangerle, Eva and Specht, G\"unther and Markus Schedl},
doi = {10.1109/ISM.2017.35},
isbn = {978-1-5386-2937-6/17},
year = {2017},
booktitle = {IEEE International Symposium on Multimedia, ISM 2017, Taichung, Taiwan, December 11-13, 2017},
pages = {208--215},
publisher = {IEEE Computer Society}
}

@inproceedings{Silbernagl:2017:ROT:3148150.3148159,
 author = {Silbernagl, Doris and Krismer, Nikolaus and Augsten, Nikolaus and Specht, G\"{u}nther},
 title = {Recommending OSM Tags To Improve Metadata Quality},
 booktitle = {Proceedings of the 1st ACM SIGSPATIAL Workshop on Recommendations for Location-based Services and Social Networks},
 series = {LocalRec'17},
 year = {2017},
 isbn = {978-1-4503-5499-8},
 location = {Redondo Beach, CA, USA},
 pages = {6:1--6:10},
 articleno = {6},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/3148150.3148159},
 doi = {10.1145/3148150.3148159},
 acmid = {3148159},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {OpenStreetMap, Recommendation, Set Similarity, Top-k Retrieval},
} 

@article{Murauer2017Genre,
  title={Hierarchical Multilabel Classification and Voting for Genre Classification},
  author={Murauer, Benjamin and Mayerl, Maximilian and Tschuggnall, Michael and Zangerle, Eva and Pichl, Martin and Specht, G{\"u}nther},
  booktitle={CEURS Working Notes Proceedings of the MediaEval 2017 Workshop},
  publisher={CEUR-WS.org},
  city={Dublin, Ireland},
  year={2017},
  url={http://ceur-ws.org/Vol-1984/Mediaeval_2017_paper_41.pdf},
}

@inproceedings{krismer2017computing,
  title={Computing Isochrones in Multimodal Spatial Networks using Tile Regions},
  author={Krismer, Nikolaus and Silbernagl, Doris and Specht, G{\"u}nther and Gamper, Johann},
  booktitle={Proceedings of the 29th International Conference on Scientific and Statistical Database Management},
  pages={33},
  year={2017},
  organization={ACM}
}

@article{tschuggnall2017overview,
  title={Overview of the Author Identification Task at PAN 2017: Style Breach Detection and Author Clustering},
  author={Tschuggnall, Michael and Stamatatos, Efstathios and Verhoeven, Ben and Daelemans, Walter and Specht, G{\"u}nther and Stein, Benno and Potthast, Martin},
  journal={Working Notes Papers of the CLEF},
  year={2017}
}

@inproceedings{Pichl:2017:ICM:3078971.3078980,
 author = {Pichl, Martin and Zangerle, Eva and Specht, G\"{u}nther},
 title = {Improving Context-Aware Music Recommender Systems: Beyond the Pre-filtering Approach},
 booktitle = {Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval},
 series = {ICMR '17},
 year = {2017},
 isbn = {978-1-4503-4701-3},
 location = {Bucharest, Romania},
 pages = {201--208},
 numpages = {8},
 url = {http://doi.acm.org/10.1145/3078971.3078980},
 doi = {10.1145/3078971.3078980},
 acmid = {3078980},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {context, personalization, recommender systems, user modeling},
} 

@inProceedings{hicss17,
booktitle ={{50th Hawaii International Conference on System Sciences, {HICSS} 2017, Big Island, Hawaii, USA, January 4-7, 2017}},
title = {{A Peer-Based Approach on Analyzing Hacked Twitter Accounts}},
publisher = {IEEE},
year = {2017},
month = {January},
pages = {1841--1850},
author = {Murauer, Benjamin and Zangerle, Eva and and Specht, G\"unther},
}

@article{ijmdem17,
	author = {Martin Pichl and
	Eva Zangerle and
	G{\"{u}}nther Specht},
	title = {Understanding User-curated Playlists on Spotify: A Machine Learning Approach},
	journal = {International Journal of Multimedia Data Engineering and Management {IJMDEM}},
	volume = {8},
	number = {4}, 
	year = {2017}
}

@INPROCEEDINGS{stein:2016j,
        AUTHOR             = {Efstathios Stamatatos and Michael Tschuggnall and Ben Verhoeven and Walter Daelemans and Guenther Specht and Benno Stein and Martin Potthast},
        BOOKTITLE          = {Working Notes Papers of the CLEF 2016 Evaluation Labs},
        ISSN               = {1613-0073},
        MONTH              = sep,
        PUBLISHER          = {CLEF and CEUR-WS.org},
        SERIES             = {CEUR Workshop Proceedings},
        TITLE              = {{Clustering by Authorship Within and Across Documents}},
        URL                = {http://ceur-ws.org/Vol-1609/},
        YEAR               = {2016}
}

@INPROCEEDINGS{stein:2016i,
        ADDRESS            = {Berlin Heidelberg New York},
        AUTHOR             = {Paolo Rosso and Francisco Rangel and Martin Potthast and Efstathios Stamatatos and Michael Tschuggnall and Benno Stein},
        BOOKTITLE          = {Experimental IR Meets Multilinguality, Multimodality, and Interaction. 7th International Conference of the CLEF Initiative (CLEF 16)},
        DOI                = {10.1007/978-3-319-44564-9_28},
        EDITOR             = {Norbert Fuhr and Paulo Quaresma and Birger Larsen and Teresa Gon{\c c}alves and Krisztian Balog and Craig Macdonald and Linda Cappellato and Nicola Ferro},
        ISBN               = {978-3-319-44564-9},
        MONTH              = sep,
        PAGES              = {},
        PUBLISHER          = {Springer},
        TITLE              = {{Overview of PAN'16---New Challenges for Authorship Analysis: Cross-genre Profiling, Clustering, Diarization, and Obfuscation}},
        YEAR               = {2016}
}

@INBOOK {tschuggnall-ats100,
    author        = "Michael Tschuggnall and G{\"u}nther Specht and Christian Riepl",
    title         = "{Algorithmisch unterst{\"u}tzte Literarkritik: Eine grammatikalische Analyse zur Bestimmung von Schreibstilen}",
    publisher     = "EOS-Verlag",
    year          = "2016",
    date-added    = "2017-01-19 10:39:47 +0000",
    date-modified = "2017-01-19 10:45:43 +0000",
    editor        = "H. Rechenmacher",
    book          = "Arbeiten zu Text und Sprache im Alten Testament, In Memoriam Wolfgang Richter",
    chapter       = "100. Band (ATS 100)",
    pages         = "415-428"
}

@inProceedings{hicss16,
booktitle ={{49th Hawaii International Conference on System Sciences, {HICSS} 2016, Kauai, Hawaii, USA, January 5-8, 2016}},
title = {{Analysing the Usage of Wikipedia on Twitter: Understanding Inter-Language Links}},
pages = {1920--1929},
publisher = {IEEE},
year = {2016},
month = jan,
author = {Zangerle, Eva and Schmidhammer, Georg and Specht, G\"unther}
}

@inproceedings{tschuggnall2016plagiarism,
  title={From Plagiarism Detection to Bible Analysis: The Potential of Machine Learning for Grammar-Based Text Analysis},
  author={Tschuggnall, Michael and Specht, G{\"u}nther},
  booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
  pages={245--248},
  year={2016},
  organization={Springer}
}

@article{pacher2016optimizing,
  title={Optimizing large knowledge networks in spatial computers},
  author={Pacher, Dominic and Binna, Robert and Specht, G{\"u}nther},
  journal={The Knowledge Engineering Review},
  volume={31},
  number={4},
  pages={367--390},
  year={2016},
  publisher={Cambridge University Press}
}