Gerd Stumme

Orcid: 0000-0002-0570-7908

Affiliations:
  • University of Kassel, Germany


According to our database1, Gerd Stumme authored at least 191 papers between 1994 and 2024.

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

Timeline

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Bibliography

2024
Ordinal motifs in lattices.
Inf. Sci., February, 2024

2023
Factorizing lattices by interval relations.
Int. J. Approx. Reason., June, 2023

Towards Ordinal Data Science.
TGDK, 2023

Drawing Order Diagrams Through Two-Dimension Extension.
J. Graph Algorithms Appl., 2023

Interactive collaborative exploration using incomplete contexts.
Data Knowl. Eng., 2023

Greedy Discovery of Ordinal Factors.
CoRR, 2023

The Mont Blanc of Twitter: Identifying Hierarchies of Outstanding Peaks in Social Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Automatic Textual Explanations of Concept Lattices.
Proceedings of the Graph-Based Representation and Reasoning, 2023

Maximal Ordinal Two-Factorizations.
Proceedings of the Graph-Based Representation and Reasoning, 2023

2022
Social Machines.
Inform. Spektrum, 2022

Discovering Locally Maximal Bipartite Subgraphs.
CoRR, 2022

Mapping Research Trajectories.
CoRR, 2022

LG4AV: Combining Language Models and Graph Neural Networks for Author Verification.
Proceedings of the Advances in Intelligent Data Analysis XX, 2022

Attribute Exploration with Multiple Contradicting Partial Experts.
Proceedings of the Graph-Based Representation and Reasoning, 2022

2021
Topic space trajectories.
Scientometrics, 2021

Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research.
Scientometrics, 2021

Towards Explainable Scientific Venue Recommendations.
CoRR, 2021

Topological Indoor Mapping through WiFi Signals.
CoRR, 2021

Boolean Substructures in Formal Concept Analysis.
Proceedings of the Formal Concept Analysis - 16th International Conference, 2021

Triadic Exploration and Exploration with Multiple Experts.
Proceedings of the Formal Concept Analysis - 16th International Conference, 2021

Force-Directed Layout of Order Diagrams Using Dimensional Reduction.
Proceedings of the Formal Concept Analysis - 16th International Conference, 2021

Attribute Selection Using Contranominal Scales.
Proceedings of the Graph-Based Representation and Reasoning, 2021

2020
Null Models for Formal Contexts.
Inf., 2020

Topic Space Trajectories: A case study on machine learning literature.
CoRR, 2020

Orometric Methods in Bounded Metric Data.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019
Social studies of scholarly life with sensor-based ethnographic observations.
Scientometrics, 2019

Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields.
CoRR, 2019

Explaining Data with Formal Concept Analysis.
Proceedings of the Reasoning Web. Explainable Artificial Intelligence, 2019

Distances for wifi based topological indoor mapping.
Proceedings of the MobiQuitous 2019, 2019

Ordinal Data Analysis.
Proceedings of the 8th Workshop on Dynamics of Knowledge and Belief (DKB-2019) and the 7th Workshop KI & Kognition (KIK-2019) co-located with 44nd German Conference on Artificial Intelligence (KI 2019), 2019

Discovering Implicational Knowledge in Wikidata.
Proceedings of the Formal Concept Analysis - 15th International Conference, 2019

DimDraw - A Novel Tool for Drawing Concept Lattices.
Proceedings of the Supplementary Proceedings of ICFCA 2019 Conference and Workshops, 2019

Relevant Attributes in Formal Contexts.
Proceedings of the Graph-Based Representation and Reasoning, 2019

2018
Accessing Information with Tags: Search and Ranking.
Proceedings of the Social Information Access - Systems and Technologies, 2018

Intrinsic dimension and its application to association rules.
CoRR, 2018

Clones in Social Networks.
CoRR, 2018

Intrinsic dimension of concept lattices.
CoRR, 2018

Adaptive kNN using expected accuracy for classification of geo-spatial data.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Clones in Graphs.
Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

Prominence and Dominance in Networks.
Proceedings of the Knowledge Engineering and Knowledge Management, 2018

2017
Mining social media to inform peatland fire and haze disaster management.
Soc. Netw. Anal. Min., 2017

Predicting Rising Follower Counts on Twitter Using Profile Information.
Proceedings of the 2017 ACM on Web Science Conference, 2017

Erratum to: Participatory Sensing, Opinions and Collective Awareness.
Proceedings of the Participatory Sensing, Opinions and Collective Awareness, 2017

2016
The Role of Cores in Recommender Benchmarking for Social Bookmarking Systems.
ACM Trans. Intell. Syst. Technol., 2016

Posted, visited, exported: Altmetrics in the social tagging system BibSonomy.
J. Informetrics, 2016

Gender Inference using Statistical Name Characteristics in Twitter.
Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, 2016

Lifelong Learning and Collaboration of Smart Technical Systems in Open-Ended Environments - Opportunistic Collaborative Interactive Learning.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Analyzing group interaction and dynamics on socio-behavioral networks of face-to-face proximity.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Social event network analysis: Structure, preferences, and reality.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
On Publication Usage in a Social Bookmarking System.
Proceedings of the ACM Web Science Conference, 2015

Is Web Content a Good Proxy for Real-Life Interaction?: A Case Study Considering Online and Offline Interactions of Computer Scientists.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
The social distributional hypothesis: a pragmatic proxy for homophily in online social networks.
Soc. Netw. Anal. Min., 2014

Predictability of evolving contacts and triadic closure in human face-to-face proximity networks.
Soc. Netw. Anal. Min., 2014

Ubicon and its applications for ubiquitous social computing.
New Rev. Hypermedia Multim., 2014

Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity.
CoRR, 2014

Temporal evolution of contacts and communities in networks of face-to-face human interactions.
Sci. China Inf. Sci., 2014

On the predictability of recurring links in networks of face-to-face proximity.
Proceedings of the 23rd International World Wide Web Conference, 2014

On the evolution of social groups during coffee breaks.
Proceedings of the 23rd International World Wide Web Conference, 2014

Formation and Temporal Evolution of Social Groups During Coffee Breaks.
Proceedings of the Big Data Analytics in the Social and Ubiquitous Context, 2014

On the Predictability of Talk Attendance at Academic Conferences.
Proceedings of the 16th LWA Workshops: KDML, 2014

Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Predicting the stability of user interaction ties in Twitter.
Proceedings of the 14th International Conference on Knowledge Management and Data-driven Business, 2014

Connect-U: A System for Enhancing Social Networking.
Proceedings of the Socio-technical Design of Ubiquitous Computing Systems, 2014

Mining Social Links for Ubiquitous Knowledge Engineering.
Proceedings of the Socio-technical Design of Ubiquitous Computing Systems, 2014

2013
Onomastics 2.0 - The Power of Social Co-Occurrences
CoRR, 2013

Recommending Given Names
CoRR, 2013

User-Relatedness and Community Structure in Social Interaction Networks.
CoRR, 2013

Tag Recommendations for SensorFolkSonomies.
Proceedings of the LWA 2013. Lernen, 2013

On the Semantics of User Interaction in Social Media.
Proceedings of the LWA 2013. Lernen, 2013

Evolution of Contacts and Communities in Networks of Face-to-Face Proximity.
Proceedings of the LWA 2013. Lernen, 2013

New Insights and Methods For Predicting Face-To-Face Contacts.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

A generic platform for ubiquitous and subjective data.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

How do people link?: analysis of contact structures in human face-to-face proximity networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Informationelle Selbstbestimmung im Web 2.0 - Chancen und Risiken sozialer Verschlagwortungssysteme.
Xpert.press, SpringerVieweg, ISBN: 978-3-642-38056-3, 2013

2012
Challenges in Tag Recommendations for Collaborative Tagging Systems.
Proceedings of the Recommender Systems for the Social Web, 2012

Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy.
Inform. Spektrum, 2012

Namelings - Discover Given Name Relatedness Based on Data from the Social Web.
Proceedings of the Social Informatics, 2012

Ranking Given Names: Algorithms and Evaluation Paradigms.
Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties.
Proceedings of the 2012 International Conference on Privacy, 2012

Leveraging publication metadata and social data into FolkRank for scientific publication recommendation.
Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web, 2012

Publication Analysis of the Formal Concept Analysis Community.
Proceedings of the Formal Concept Analysis - 10th International Conference, 2012

Anatomy of a conference.
Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

A Personality Based Design Approach Using Subgroup Discovery.
Proceedings of the Human-Centered Software Engineering - 4th International Conference, 2012

Ubicon: Observing Physical and Social Activities.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

Recommender Systems for Social Tagging Systems.
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-1894-8, 2012

2011
Social Tagging Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2011

Enhancing Social Interactions at Conferences.
it Inf. Technol., 2011

Spam-Bekämpfung im Web 2.0 - auch eine Frage des Datenschutzes - Zur Auswahl von Spam-Erkennungsmerkmalen.
Datenschutz und Datensicherheit, 2011

Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles.
Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Towards Mining Semantic Maturity in Social Bookmarking Systems.
Proceedings of the 4th International Workshop on Social Data on the Web, 2011

Resource-Aware On-line RFID Localization Using Proximity Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Face-to-Face Contacts during LWA 2010 Communities, Roles, and Key Players.
Proceedings of the Report of the symposium "Lernen, 2011

Privacy-aware spam detection in social bookmarking systems.
Proceedings of the I-KNOW 2011, 2011

Privatsphären- und Datenschutz in Community-Plattformen: Gestaltung von Online-Bewertungsportalen.
Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata.
Proceedings of the Semanic Web: Research and Applications, 2011

From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research.
Proceedings of the Foundations for the Web of Information and Services, 2011

2010
Bridging the Gap - Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0.
J. Web Semant., 2010

The social bookmark and publication management system bibsonomy - A platform for evaluating and demonstrating Web 2.0 research.
VLDB J., 2010

Towards the ubiquitous Web.
Semantic Web, 2010

Publikationsmanagement mit BibSonomy - ein Social-Bookmarking-System für Wissenschaftler.
HMD Prax. Wirtsch., 2010

Query Logs as Folksonomies.
Datenbank-Spektrum, 2010

Stop thinking, start tagging: tag semantics emerge from collaborative verbosity.
Proceedings of the 19th International Conference on World Wide Web, 2010

Visit me, click me, be my friend: an analysis of evidence networks of user relationships in BibSonomy.
Proceedings of the HT'10, 2010

Community Assessment Using Evidence Networks.
Proceedings of the Analysis of Social Media and Ubiquitous Data, 2010

Academic Publication Management with PUMA - Collect, Organize and Share Publications.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009
Social Bookmarking am Beispiel BibSonomy.
Proceedings of the Social Semantic Web: Web 2.0 - Was nun?, 2009

Formal Concept Analysis.
Proceedings of the Handbook on Ontologies, 2009

Evaluating similarity measures for emergent semantics of social tagging.
Proceedings of the 18th International Conference on World Wide Web, 2009

Testing and Evaluating Tag Recommenders in a Live System.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009

Managing publications and bookmarks with BibSonomy.
Proceedings of the HYPERTEXT 2009, Proceedings of the 20th ACM Conference on Hypertext and Hypermedia, Torino, Italy, June 29, 2009

2008
Discovering shared conceptualizations in folksonomies.
J. Web Semant., 2008

Tag recommendations in social bookmarking systems.
AI Commun., 2008

Semantic Grounding of Tag Relatedness in Social Bookmarking Systems.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems.
Proceedings of the LWA 2008, 2008

Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems.
Proceedings of the LWA 2008, 2008

Logsonomy: A Search Engine Folksonomy.
Proceedings of the Second International Conference on Weblogs and Social Media, 2008

Logsonomy - social information retrieval with logdata.
Proceedings of the HYPERTEXT 2008, 2008

A Comparison of Social Bookmarking with Traditional Search.
Proceedings of the Advances in Information Retrieval , 2008

08391 Group Summary - The Evolution and Dynamics of Research Networks.
Proceedings of the Social Web Communities, 21.09. - 26.09.2008, 2008

08391 Executive Summary - Social Web Communities.
Proceedings of the Social Web Communities, 21.09. - 26.09.2008, 2008

08391 Abstracts Collection - Social Web Communities.
Proceedings of the Social Web Communities, 21.09. - 26.09.2008, 2008

2007
Mining the World Wide Web.
Künstliche Intell., 2007

Service.
Künstliche Intell., 2007

Gasteditorial Web Mining.
Künstliche Intell., 2007

Network properties of folksonomies.
AI Commun., 2007

Organizing Publications and Bookmarks in BibSonomy.
Proceedings of the Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at the 16th International World Wide Web Conference (WWW2007) Banff, 2007

Tag Recommendations in Folksonomies.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Conceptual Clustering of Social Bookmarking Sites.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

A Comparison of Content-Based Tag Recommendations in Folksonomy Systems.
Proceedings of the Knowledge Processing and Data Analysis - First International Conference, 2007

Analysis of the Publication Sharing Behaviour in BibSonomy.
Proceedings of the Conceptual Structures: Knowledge Architectures for Smart Applications, 2007

2006
Mining Association Rules in Folksonomies.
Proceedings of the Data Science and Classification, 2006

Semantic Web Mining: State of the art and future directions.
J. Web Semant., 2006

Trend Detection in Folksonomies.
Proceedings of the Semantic Multimedia, 2006

FolkRank : A Ranking Algorithm for Folksonomies.
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

TRIAS - An Algorithm for Mining Iceberg Tri-Lattices.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Wege zur Entdeckung von Communities in Folksonomies.
Proceedings of the Tagungsband zum 18. GI-Workshop über Grundlagen von Datenbanken (18th GI-Workshop on the Foundations of Databases), 2006

Emergent Semantics in BibSonomy.
Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006

Content Aggregation on Knowledge Bases Using Graph Clustering.
Proceedings of the Semantic Web: Research and Applications, 2006

Information Retrieval in Folksonomies: Search and Ranking.
Proceedings of the Semantic Web: Research and Applications, 2006

Semantic Network Analysis of Ontologies.
Proceedings of the Semantic Web: Research and Applications, 2006

Kollaboratives Wissensmanagement.
Proceedings of the Semantic Web: Wege zur vernetzten Wissensgesellschaft, 2006

2005
Generating a Condensed Representation for Association Rules.
J. Intell. Inf. Syst., 2005

A Finite State Model for On-Line Analytical Processing in Triadic Contexts.
Proceedings of the Formal Concept Analysis, Third International Conference, 2005

Efficient Mining of Association Rules Based on Formal Concept Analysis.
Proceedings of the Formal Concept Analysis, 2005

Ontology Merging with Formal Concept Analysis.
Proceedings of the Semantic Interoperability and Integration, 2005

2004
Formal Concept Analysis: Theory and Applications.
J. Univers. Comput. Sci., 2004

Semantic resource management for the web: an e-learning application.
Proceedings of the 13th international conference on World Wide Web, 2004

Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies.
Proceedings of the Concept Lattices, 2004

Iceberg Query Lattices for Datalog.
Proceedings of the Conceptual Structures at Work: 12th International Conference on Conceptual Structures, 2004

2003
Semantic Web - State of the Art and Future Directions.
Künstliche Intell., 2003

Off to new shores: conceptual knowledge discovery and processing.
Int. J. Hum. Comput. Stud., 2003

Conceptual Knowledge Discovery - A Human-Centered Approach.
Appl. Artif. Intell., 2003

Document Retrieval for E-Mail Search and Discovery Using Formal Concept Analysis.
Appl. Artif. Intell., 2003

Explaining Text Clustering Results Using Semantic Structures.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Ontologies Improve Text Document Clustering.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Creation and Merging of Ontology Top-Levels.
Proceedings of the Conceptual Structures for Knowledge Creation and Communication, 2003

Semantic Methods and Tools for Information Portals.
Proceedings of the 33. Jahrestagung der Gesellschaft für Informatik, Innovative Informatikanwendungen, INFORMATIK 2003, Frankfurt am Main, Germany, September 29, 2003

A Roadmap for Web Mining: From Web to Semantic Web.
Proceedings of the Web Mining: From Web to Semantic Web, 2003

2002
Conceptual knowledge discovery and processing
PhD thesis, 2002

Computing iceberg concept lattices with T.
Data Knowl. Eng., 2002

Towards Semantic Web Mining.
Proceedings of the Semantic Web, 2002

Formal Concept Analysis on Its Way from Mathematics to Computer Science.
Proceedings of the Conceptual Structures: Integration and Interfaces, 2002

KAON - Towards a Large Scale Semantic Web.
Proceedings of the E-Commerce and Web Technologies, Third International Conference, 2002

Efficient Data Mining Based on Formal Concept Analysis.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

2001
Intelligent Structuring and Reducing of Association Rules with Formal Concept Analysis.
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001

Ontology Merging for Federated Ontologies on the Semantic Web.
Proceedings of the IJCAI-01 Workshop on Ontologies and Information Sharing Seattle, 2001

FCA-MERGE: Bottom-Up Merging of Ontologies.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

Reverse Pivoting in Conceptual Information Systems.
Proceedings of the Conceptual Structures: Broadening the Base, 2001

2000
Mining Frequent Patterns with Counting Inference.
SIGKDD Explor., 2000

CEM-Visualisation and Discovery in Email.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Fast Computation of Concept lattices Using Data Mining Techniques.
Proceedings of the 7th International Workshop on Knowledge Representation meets Databases (KRDB 2000), 2000

Conceptual Knowledge Discovery and Data Analysis.
Proceedings of the Conceptual Structures: Logical, 2000

A Contextual-Logic Extension of TOSCANA.
Proceedings of the Conceptual Structures: Logical, 2000

CEM - A Conceptual Email Manager.
Proceedings of the Conceptual Structures: Logical, 2000

Conceptual Information Systems Discussed through in IT-Security Tool.
Proceedings of the Knowledge Acquisition, 2000

Mining Minimal Non-redundant Association Rules Using Frequent Closed Itemsets.
Proceedings of the Computational Logic, 2000

Levelwise Search of Frequent Patterns with Counting Inference.
Proceedings of the 16èmes Journées Bases de Données Avancées, 2000

1999
Theory-driven Logical Scaling: Conceptual Information Systems meet Description Logics.
Proceedings of the 6th International Workshop on Knowledge Representation meets Databases (KRDB'99), 1999

Conceptual Structures Represented by Conceptual Graphs and Formal Concept Analysis.
Proceedings of the Conceptual Structures: Standards and Practices, 1999

Acquiring Expert Knowledge for the Design of Conceptual Information Systems.
Proceedings of the Knowledge Acquisition, Modeling and Management, 11th European Workshop, 1999

Dual Retrieval in Conceptual Information Systems.
Proceedings of the Datenbanksysteme in Büro, 1999

1998
Conceptual Knowledge Discovery in Databases Using Formal Concept Analysis Methods.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

Distributive Concept Exploration - A Knowledge Acquisition Tool in Formal Concept Analysis.
Proceedings of the KI-98: Advances in Artificial Intelligence, 1998

On-Line Analytical Processing with Conceptual Information Systems.
Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998

Numerical Aspects in the Data Model of Conceptual Information Systems.
Proceedings of the Advances in Database Technologies, 1998

1997
Concept exploration: knowledge acquisition in conceptual knowledge systems.
PhD thesis, 1997

Concept Exploration - A Tool for Creating and Exploring Conceptual Hierarchies.
Proceedings of the Conceptual Structures: Fulfilling Peirce's Dream, 1997

1996
The Concept Classification of a Terminology Extended by Conjunction and Disjunction.
Proceedings of the PRICAI'96: Topics in Artificial Intelligence, 1996

Local Scaling in Conceptual Data Systems.
Proceedings of the Conceptual Structures: Knowledge Representation as Interlingua, 1996

1994
A Geometrical Heuristic for Drawing Concept Lattices.
Proceedings of the Graph Drawing, DIMACS International Workshop, 1994


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