Günther Specht

Orcid: 0000-0003-0978-7201

Affiliations:
  • Universität Innsbruck, Austria


According to our database1, Günther Specht authored at least 129 papers between 1989 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Bias Correction and Machine Learning in AR(1) Estimation: Bridging Traditional and Modern Techniques.
Proceedings of the 35th GI-Workshop Grundlagen von Datenbanken, Herdecke, 2024

2023
HPT4Rec: AutoML-based Hyperparameter Self-Tuning Framework for Session-based Recommender Systems.
Proceedings of the 34th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), 2023

Detection of Generated Text Reviews by Leveraging Methods from Authorship Attribution: Predictive Performance vs. Resourcefulness.
Proceedings of the Datenbanksysteme für Business, 2023

Pairwise Learning to Rank for Hit Song Prediction.
Proceedings of the Datenbanksysteme für Business, 2023

2022
Height Optimized Tries.
ACM Trans. Database Syst., 2022

HSP Datasets: Insights on Song Popularity Prediction.
Int. J. Semantic Comput., 2022

Verse versus Chorus: Structure-aware Feature Extraction for Lyrics-based Genre Recognition.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021
RelaX.
Datenbank-Spektrum, 2021

Recognizing Song Mood and Theme: Clustering-based Ensembles.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Novel Datasets for Evaluating Song Popularity Prediction Tasks.
Proceedings of the IEEE International Symposium on Multimedia, 2021

DT-grams: Structured Dependency Grammar Stylometry for Cross-Language Authorship Attribution.
Proceedings of the 32nd GI-Workshop Grundlagen von Datenbanken, Online Event, 2021

Co-rating Attacks on Recommendation Algorithms.
Proceedings of the 32nd GI-Workshop Grundlagen von Datenbanken, Online Event, 2021

Developing a Benchmark for Reducing Data Bias in Authorship Attribution.
Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021

2020
Recognizing Song Mood and Theme: Leveraging Ensembles of Tag Groups.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Detecting Conspiracy Tweets Using Support Vector Machines.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020


Overview of the Style Change Detection Task at PAN 2020.
Proceedings of the Working Notes of CLEF 2020, 2020

Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

2019
Autoencoders for Next-Track-Recommendation.
Proceedings of the 31st GI-Workshop Grundlagen von Datenbanken, Saarburg, 2019

Language Models for Next-Track Music Recommendation.
Proceedings of the 31st GI-Workshop Grundlagen von Datenbanken, Saarburg, 2019

StyleExplorer: A Toolkit for Textual Writing Style Visualization.
Proceedings of the Advances in Information Retrieval, 2019

Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale Problems.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Overview of the Style Change Detection Task at PAN 2019.
Proceedings of the Working Notes of CLEF 2019, 2019

Generating Cross-Domain Text Classification Corpora from Social Media Comments.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Overview of PAN 2019: Bots and Gender Profiling, Celebrity Profiling, Cross-Domain Authorship Attribution and Style Change Detection.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

RelaX: A Webbased Execution and Learning Tool for Relational Algebra.
Proceedings of the Datenbanksysteme für Business, 2019

2018
PAN18 Multi-Author Analysis: Style-Change-Detection.
Dataset, September, 2018

PAN18 Author Identification: Attribution.
Dataset, September, 2018

Die Forschungsgruppe Datenbanken und Informationssysteme an der Universität Innsbruck.
Datenbank-Spektrum, 2018

Detecting Music Genre Using Extreme Gradient Boosting.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

HOT: A Height Optimized Trie Index for Main-Memory Database Systems.
Proceedings of the 2018 International Conference on Management of Data, 2018

ALF-200k: Towards Extensive Multimodal Analyses of Music Tracks and Playlists.
Proceedings of the Advances in Information Retrieval, 2018

Dynamic Parameter Search for Cross-Domain Authorship Attribution: Notebook for PAN at CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018

Overview of the Author Identification Task at PAN-2018: Cross-domain Authorship Attribution and Style Change Detection.
Proceedings of the Working Notes of CLEF 2018, 2018

Algorithmic Segmentation of Job Ads Using Textual Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

On the Influence of Machine Translation on Language Origin Obfuscation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

2017
Understanding User-Curated Playlists on Spotify: A Machine Learning Approach.
Int. J. Multim. Data Eng. Manag., 2017

Computing Isochrones in Multimodal Spatial Networks using Tile Regions.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Improving Context-Aware Music Recommender Systems: Beyond the Pre-filtering Approach.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Hierarchical Multilabel Classification and Voting for Genre Classification.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Mining Culture-Specific Music Listening Behavior from Social Media Data.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

A Peer-Based Approach on Analyzing Hacked Twitter Accounts.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Recommending OSM Tags To Improve Metadata Quality.
Proceedings of the 1st ACM SIGSPATIAL Workshop on Recommendations for Location-based Services and Social Networks, 2017

Overview of the Author Identification Task at PAN-2017: Style Breach Detection and Author Clustering.
Proceedings of the Working Notes of CLEF 2017, 2017

2016

Cloudflow - enabling faster biomedical pipelines with MapReduce and Spark.
Scalable Comput. Pract. Exp., 2016

HaploGrep 2: mitochondrial haplogroup classification in the era of high-throughput sequencing.
Nucleic Acids Res., 2016

mtDNA-Server: next-generation sequencing data analysis of human mitochondrial DNA in the cloud.
Nucleic Acids Res., 2016

Optimizing large knowledge networks in spatial computers.
Knowl. Eng. Rev., 2016

SentiStorm: Echtzeit-Stimmungserkennung von Tweets.
HMD Prax. Wirtsch., 2016

osmpg2java - Konvertierung von OSM-Datenbankelementen zu JTS-Objekten.
AGIT Journal Angew. Geoinformatik, 2016

osmPti2mmds - Erstellung von multimodalen Datensets aus OpenStreetMap und ÖPNV-Informationen.
AGIT Journal Angew. Geoinformatik, 2016

An Empirical Evaluation of Property Recommender Systems for Wikidata and Collaborative Knowledge Bases.
Proceedings of the 12th International Symposium on Open Collaboration, 2016

Comparing OSM Area-Boundary Data to DBpedia.
Proceedings of the 12th International Symposium on Open Collaboration, 2016

From Plagiarism Detection to Bible Analysis: The Potential of Machine Learning for Grammar-Based Text Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Can Microblogs Predict Music Charts? An Analysis of the Relationship Between #Nowplaying Tweets and Music Charts.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Understanding Playlist Creation on Music Streaming Platforms.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Analysing the Usage of Wikipedia on Twitter: Understanding Inter-Language Links.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Optimization of Digital Elevation Models for Routing.
Proceedings of the 28th GI-Workshop Grundlagen von Datenbanken, Nörten Hardenberg, 2016

Elevation Enabled Bicycle Router Supporting User-Profiles.
Proceedings of the 28th GI-Workshop Grundlagen von Datenbanken, Nörten Hardenberg, 2016

Clustering by Authorship Within and Across Documents.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
#Wikipedia on Twitter: analyzing tweets about Wikipedia.
Proceedings of the 11th International Symposium on Open Collaboration, 2015

Cloudflow - A framework for MapReduce pipeline development in Biomedical Research.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015

#Nowplaying on #Spotify: Leveraging Spotify Information on Twitter for Artist Recommendations.
Proceedings of the Current Trends in Web Engineering - 15th International Conference, 2015

Towards a Context-Aware Music Recommendation Approach: What is Hidden in the Playlist Name?
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Guided curation of semistructured data in collaboratively-built knowledge bases.
Future Gener. Comput. Syst., 2014

Editorial.
Datenbank-Spektrum, 2014

The DCB-Tree: A Space-Efficient Delta Coded Cache Conscious B-Tree.
Proceedings of the In Memory Data Management and Analysis, 2014

"Sorry, I was hacked": a classification of compromised twitter accounts.
Proceedings of the Symposium on Applied Computing, 2014

#nowplaying Music Dataset: Extracting Listening Behavior from Twitter.
Proceedings of the First International Workshop on Internet-Scale Multimedia Management, 2014

Automatic Decomposition of Multi-Author Documents Using Grammar Analysis.
Proceedings of the 26th GI-Workshop Grundlagen von Datenbanken, 2014

Combining Spotify and Twitter Data for Generating a Recent and Public Dataset for Music Recommendation.
Proceedings of the 26th GI-Workshop Grundlagen von Datenbanken, 2014

Incremental Calculation of Isochrones Regarding Duration.
Proceedings of the 26th GI-Workshop Grundlagen von Datenbanken, 2014

Enhancing Authorship Attribution By Utilizing Syntax Tree Profiles.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013
On the impact of text similarity functions on hashtag recommendations in microblogging environments.
Soc. Netw. Anal. Min., 2013

Using Grammar-Profiles to Intrinsically Expose Plagiarism in Text Documents.
Proceedings of the Natural Language Processing and Information Systems, 2013

Countering Plagiarism by Exposing Irregularities in Authors' Grammar.
Proceedings of the 2013 European Intelligence and Security Informatics Conference, 2013

Detecting Plagiarism in Text Documents through Grammar-Analysis of Authors.
Proceedings of the Datenbanksysteme für Business, 2013

2012
Cloudgene: A graphical execution platform for MapReduce programs on private and public clouds.
BMC Bioinform., 2012

SnoopyTagging: recommending contextualized tags to increase the quality and quantity of meta-information.
Proceedings of the 21st World Wide Web Conference, 2012

Plag-Inn: Intrinsic Plagiarism Detection Using Grammar Trees.
Proceedings of the Natural Language Processing and Information Systems, 2012

Exploiting Twitter's Collective Knowledge for Music Recommendations.
Proceedings of the WWW'12 Workshop on 'Making Sense of Microposts', 2012

Out of Africa?
Proceedings of the 24th GI-Workshop "Grundlagen von Datenbanken 2012", Lübbenau, 2012

2011
Using Tag Recommendations to Homogenize Folksonomies in Microblogging Environments.
Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

A feedback guided interface for elastic computing.
Proceedings of the 23rd GI-Workshop "Grundlagen von Datenbanken 2011", Obergurgl, Austria, May 31, 2011

Data Locality in Graph Databases through N-Body Simulation.
Proceedings of the 23rd GI-Workshop "Grundlagen von Datenbanken 2011", Obergurgl, Austria, May 31, 2011

SpiderStore: A Native Main Memory Approach for Graph Storage.
Proceedings of the 23rd GI-Workshop "Grundlagen von Datenbanken 2011", Obergurgl, Austria, May 31, 2011

The Snoopy Concept: Fighting heterogeneity in semistructured and collaborative information systems by using recommendations.
Proceedings of the 2011 International Conference on Collaboration Technologies and Systems, 2011

2010
eCOMPAGT integrates mtDNA: import, validation and export of mitochondrial DNA profiles for population genetics, tumour dynamics and genotype-phenotype association studies.
BMC Bioinform., 2010

CONAN: copy number variation analysis software for genome-wide association studies.
BMC Bioinform., 2010

Recommending structure in collaborative semistructured information systems.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Synchronous metadata management of large storage systems.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

SnoopyDB: narrowing the gap between structured and unstructured information using recommendations.
Proceedings of the HT'10, 2010

2009
eCOMPAGT - efficient Combination and Management of Phenotypes and Genotypes for Genetic Epidemiology.
BMC Bioinform., 2009

2008
INFOAREA - an Open Multi-Purpose Information System for the Mobile Age.
J. Mobile Multimedia, 2008

2006
Context-Aware Processing of Ontologies in Mobile Environments.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

2005
Model transfer among CASE tools in systems engineering.
Syst. Eng., 2005

2004
Mobile Datenbanksysteme - Architektur, Implementierung, Konzepte.
Xpert.press, Springer, ISBN: 978-3-642-18731-5, 2004

Efficient Processing of Huge Ontologies in Logic and Relational Databases.
Proceedings of the On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops: OTM Confederated International Workshops and Posters, 2004

Verarbeitung von Ontologien in mobilen Umgebungen.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

Extending the MVC Design Pattern towards a Task-Oriented Development Approach for Pervasive Computing Applications.
Proceedings of the Organic and Pervasive Computing, 2004

2003
Storing and Querying Ontologies in Logic Databases.
Proceedings of SWDB'03, 2003

Implementierungskonzepte und Anwendungsentwicklung kommerzieller mobiler Datenbanksysteme: Ein Vergleich.
Proceedings of the Mobilität und Informationssysteme, 2003

T-XPath: ein zeitliches Modell für XML-Datenbanken.
Proceedings of the BTW 2003, 2003

2002
Enhancing ECA Rules for Distributed Active Database Systems.
Proceedings of the Web, 2002

2001
Enhancing Digital Library Documents by A Posteriori Cross Linking Using XSLT.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2001

The Object Oriented Document Model of a Meta System for Existing Digital Libraries.
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

2000
HMT: Modeling Temporal Aspects in Hypermedia Applications.
Proceedings of the Web-Age Information Management, First International Conference, 2000

Information Filtering and Personalization in Databases Using Gaussian Curves.
Proceedings of the 2000 International Database Engineering and Applications Symposium, 2000

OMNIS/2: A Multimedia Meta System for Existing Digital Libraries.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2000

Awareness in Interactive Database Applications.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

1999
Multimnedia-Datenbanksysteme: Modelle - Architekturen - Retrieval (Zusammenfassung).
Datenbank Rundbr., 1999

1998
O!-LOLA - Extending the Deductive Database System LOLA by Object-Oriented Logic Programming.
Informatica, 1998

Java, XML und Servlets zur Integration datenbankbasierter Applikationen im Web.
Proceedings of the JIT '98, 1998

1997
GRAS: An Adaptive Personalization Scheme for Hypermedia Databases.
Proceedings of the Hypertext - Information Retrieval, 1997

1996
Auswertung der Migration eines Multimedia-Informationssystems von einem relationalen auf ein objektorientiertes Datenbanksystem.
Proceedings of the Beherrschung von Informationssystemen, 1996

1995
Montague Grammars for Deductive Databases.
Proceedings of the Deductive and Object-Oriented Databases, 1995

1993
Generating Explanation Trees even for Negations in Deductive DataBase Systems.
Proceedings of the 5th Workshop on Logic Programming Environments (LPE 1993), 1993

AMOS: A Natural Language Parser written in LOLA.
Proceedings of the Workshop on Programming with Logic Databases. In Conjunction with ILPS, 1993

AMOS: A Natural Language Parser Implemented as a Deductive Database in LOLA.
Proceedings of the Applications of Logic Databases, 1993

Overview of the deductive database system LOLA.
Proceedings of the Workshop on Programming with Logic Databases. In Conjunction with ILPS, 1993

Source-to-Source Transformationen zur Erklärung des Programmverhaltens bei deduktiven Datenbanken.
DISKI 42, Infix Verlag, St. Augustin, Germany, ISBN: 3-929037-42-4, 1993

1992
Source-to-Source Transformationen zur Erklärung des Programmverhaltens bei deduktiven Datenbanken.
PhD thesis, 1992

LOLA - ein deduktives Datenbanksystem.
Proceedings of the Objektbanken für Experten, 1992

1991
CL/TB an allegro common Lisp programming interface for TransBase.
ACM SIGPLAN Notices, 1991

Zur Steuerung und Optimierung der SIP-Auswahl in der Magic Set Transformation.
Proceedings of the GWAI-91, 1991

1990
LOLA: a logic language for deductive databases and its implementation
Forschungsberichte, TU Munich, 1990

1989
Die Logiksprache LOLA und ihre interne Darstellung durch Relationen
Forschungsberichte, TU Munich, 1989

A Parsing System Based on a Deductive Database.
Proceedings of the GWAI-89, 1989


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