Gerd Stumme
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Researcher ORCID ID = 0000-0002-0570-7908
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Computer Science
Gerd Stumme's Degrees
- PhD Computer Science Karlsruhe Institute of Technology
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(Suggest an Edit or Addition)Gerd Stumme's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Information Retrieval in Folksonomies: Search and Ranking (2006) (1052)
- FCA-MERGE: Bottom-Up Merging of Ontologies (2001) (742)
- Tag Recommendations in Folksonomies (2007) (594)
- Computing iceberg concept lattices with T (2002) (503)
- Mining Minimal Non-redundant Association Rules Using Frequent Closed Itemsets (2000) (383)
- Ontologies improve text document clustering (2003) (379)
- WordNet improves text document clustering (2003) (359)
- Mining frequent patterns with counting inference (2000) (357)
- Evaluating similarity measures for emergent semantics of social tagging (2009) (343)
- KAON - Towards a Large Scale Semantic Web (2002) (299)
- Semantic Web Mining: State of the art and future directions (2006) (295)
- Towards Semantic Web Mining (2002) (289)
- Mining Association Rules in Folksonomies (2006) (249)
- Semantic Grounding of Tag Relatedness in Social Bookmarking Systems (2008) (248)
- Formal Concept Analysis: foundations and applications (2005) (246)
- Network properties of folksonomies (2007) (245)
- Generating a Condensed Representation for Association Rules (2005) (219)
- BibSonomy: a social bookmark and publication sharing system (2006) (219)
- Tag recommendations in social bookmarking systems (2008) (214)
- FolkRank : A Ranking Algorithm for Folksonomies (2006) (212)
- Ontology Merging for Federated Ontologies on the Semantic Web (2001) (154)
- Discovering shared conceptualizations in folksonomies (2008) (150)
- TRIAS--An Algorithm for Mining Iceberg Tri-Lattices (2006) (149)
- The social bookmark and publication management system bibsonomy (2010) (140)
- Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies (2004) (139)
- Conceptual Knowledge Discovery in Databases Using Formal Concept Analysis Methods (1998) (139)
- Semantic resource management for the web: an e-learning application (2004) (137)
- Stop thinking, start tagging: tag semantics emerge from collaborative verbosity (2010) (129)
- The anti-social tagger: detecting spam in social bookmarking systems (2008) (114)
- Intelligent Structuring and Reducing of Association Rules with Formal Concept Analysis (2001) (114)
- Conceptual Structures: Broadening the Base (2001) (113)
- Trend Detection in Folksonomies (2006) (111)
- Efficient Mining of Association Rules Based on Formal Concept Analysis (2005) (95)
- Web Mining: From Web to Semantic Web (2004) (94)
- Explaining Text Clustering Results Using Semantic Structures (2003) (93)
- Social Tagging Recommender Systems (2011) (88)
- CEM - A Conceptual Email Manager (2000) (88)
- Document retrieval for e-mail search and discovery using formal concept analysis (2003) (86)
- Fast Computation of Concept lattices Using Data Mining Techniques (2000) (85)
- Efficient Data Mining Based on Formal Concept Analysis (2002) (84)
- Attribute Exploration with Background Implications and Exceptions (1996) (83)
- Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems (2008) (83)
- Usage Mining for and on the Semantic Web (2002) (81)
- Semantic Network Analysis of Ontologies (2006) (78)
- Text Clustering Based on Background Knowledge (2003) (74)
- Conceptual Knowledge Discovery and Data Analysis (2000) (72)
- Enhancing Social Interactions at Conferences (2011) (72)
- Conceptual Structures: Common Semantics for Sharing Knowledge. Proc. (2005) (70)
- A Roadmap for Web Mining: From Web to Semantic Web (2003) (68)
- New Insights and Methods For Predicting Face-To-Face Contacts (2013) (62)
- Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge (2010) (60)
- The social distributional hypothesis: a pragmatic proxy for homophily in online social networks (2014) (60)
- Anatomy of a conference (2012) (60)
- Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles (2011) (59)
- Conceptual Clustering with Iceberg Concept Lattices (2001) (53)
- Emergent Semantics in BibSonomy (2006) (52)
- A Contextual-Logic Extension of TOSCANA (2000) (52)
- Formal Concept Analysis (2009) (50)
- On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties (2012) (49)
- The Karlsruhe view on ontologies (2003) (49)
- Formal Concept Analysis on Its Way from Mathematics to Computer Science (2002) (48)
- FCA-merge: a bottom-up approach for merging ontologies (2001) (48)
- ToscanaJ – An Open Source Tool for Qualitative Data Analysis (2002) (46)
- Mining social media to inform peatland fire and haze disaster management (2017) (46)
- Ubicon and its applications for ubiquitous social computing (2014) (46)
- Temporal evolution of contacts and communities in networks of face-to-face human interactions (2014) (46)
- Conceptual Clustering of Text Clusters (2003) (46)
- Recommender Systems for Social Tagging Systems (2012) (44)
- Community Assessment Using Evidence Networks (2010) (44)
- Document Retrieval for Email Search and Discovery using Formal Concept Analysis (2002) (41)
- A Comparison of Social Bookmarking with Traditional Search (2008) (40)
- On the Semantics of User Interaction in Social Media (2013) (40)
- Conceptual Structures Represented by Conceptual Graphs and Formal Concept Analysis (1999) (40)
- Testing and evaluating tag recommenders in a live system (2009) (39)
- Participatory Sensing, Opinions and Collective Awareness (2016) (39)
- Logsonomy - social information retrieval with logdata (2008) (38)
- Conceptual Clustering of Social Bookmarking Sites (2007) (38)
- Hierarchies of conceptual scales (1999) (38)
- Exploration tools in formal concept analysis (1996) (37)
- Using Ontologies and Formal Concept Analysis for Organizing Business Knowledge (2001) (37)
- Conceptual knowledge discovery--a human-centered approach (2003) (37)
- A Comparison of Content-Based Tag Recommendations in Folksonomy Systems (2007) (37)
- Formal Concept Analysis: Foundations and Applications (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence) (2005) (36)
- Accessing Distributed Learning Repositories through a Courseware Watchdog (2002) (33)
- Theory-driven Logical Scaling: Conceptual Information Systems meet Description Logics (1999) (33)
- The Courseware Watchdog: an ontology-based tool for finding and organizing learning material (2003) (32)
- Participatory Patterns in an International Air Quality Monitoring Initiative (2015) (32)
- Proceedings of the Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at the 16th International World Wide Web Conference (WWW2007) Banff, Canada, May 8, 2007 (2007) (31)
- Creation and Merging of Ontology Top-Levels (2003) (31)
- Resource-Aware On-line RFID Localization Using Proximity Data (2011) (30)
- Local Scaling in Conceptual Data Systems (1996) (29)
- One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata? (2011) (29)
- Conceptual on-line analytical processing (2000) (28)
- From Active Learning to Dedicated Collaborative Interactive Learning (2016) (28)
- Socio-technical Design of Ubiquitous Computing Systems (2014) (27)
- The Concept Classification of a Terminology Extended by Conjunction and Disjunction (1996) (27)
- CEM-Visualisation and Discovery in Email (2000) (26)
- A survey on methodologies for developing, maintaining, integrating, evaluating and reengineering ontologies (2002) (26)
- Semantics, Web and Mining (2008) (26)
- Ubicon: Observing Physical and Social Activities (2012) (24)
- A Finite State Model for On-Line Analytical Processing in Triadic Contexts (2005) (24)
- Semantic web mining and the representation, analysis, and evolution of web space (2005) (24)
- Is web content a good proxy for real-life interaction? A case study considering online and offline interactions of computer scientists (2015) (23)
- Off to new shores: conceptual knowledge discovery and processing (2003) (23)
- Gender Inference using Statistical Name Characteristics in Twitter (2016) (23)
- A generic platform for ubiquitous and subjective data (2013) (22)
- Concept Exploration - A Tool for Creating and Exploring Conceptual Hierarchies (1997) (21)
- Big data analytics for proactive industrial decision support (2016) (21)
- Formal Concept Analysis: Theory and Applications (2004) (20)
- Adaptive kNN using expected accuracy for classification of geo-spatial data (2017) (19)
- Leveraging publication metadata and social data into FolkRank for scientific publication recommendation (2012) (19)
- Discovering Implicational Knowledge in Wikidata (2019) (18)
- Conceptual knowledge discovery with frequent concept lattices (1999) (18)
- On the predictability of talk attendance at academic conferences (2014) (18)
- On the evolution of social groups during coffee breaks (2014) (18)
- Bridging the Gap - Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0 (2010) (18)
- Iceberg Query Lattices for Datalog (2004) (18)
- Computing in conceptual data systems with relational structures (1997) (17)
- Knowledge acquisition by distributive concept exploration (1995) (17)
- Challenges in Tag Recommendations for Collaborative Tagging Systems (2012) (17)
- Visit me, click me, be my friend: an analysis of evidence networks of user relationships in BibSonomy (2010) (17)
- On-Line Analytical Processing with Conceptual Information Systems (1998) (17)
- Knowledge Discovery Enhanced with Semantic and Social Information (2009) (17)
- Analysis of the Publication Sharing Behaviour in BibSonomy (2007) (16)
- Distributive Concept Exploration - A Knowledge Acquisition Tool in Formal Concept Analysis (1998) (16)
- User-Relatedness and Community Structure in Social Interaction Networks (2013) (16)
- Publication Analysis of the Formal Concept Analysis Community (2012) (16)
- Accessing Information with Tags: Search and Ranking (2018) (15)
- Predictability of evolving contacts and triadic closure in human face-to-face proximity networks (2014) (15)
- Reverse Pivoting in Conceptual Information Systems (2001) (15)
- The Role of Cores in Recommender Benchmarking for Social Bookmarking Systems (2016) (14)
- CEM - A program for visualisation and discovery in email (2000) (14)
- Explaining Data with Formal Concept Analysis (2019) (14)
- Posted, visited, exported: Altmetrics in the social tagging system BibSonomy (2016) (14)
- Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers (2011) (13)
- Conceptual Structures: Common Semantics for Sharing Knowledge, 13th International Conference on Conceptual Structures, ICCS 2005, Kassel, Germany, July 17-22, 2005, Proceedings (2005) (12)
- Towards an Order-Theoretical Foundation for Maintaining and Merging Ontologies (2000) (12)
- Web Mining: From Web to Semantic Web, First European Web Mining Forum, EMWF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers (2004) (12)
- Social Tagging Systems (2012) (12)
- Query Logs as Folksonomies (2010) (12)
- Semantic Methods and Tools for Information Portals (2003) (12)
- Web Mining: From Web to Semantic Web: First European Web Mining Forum, EWMF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers (Lecture Notes in Computer Science) (2004) (12)
- A Geometrical Heuristic for Drawing Concept Lattices (1994) (12)
- Conceptual Information Systems Discussed through in IT-Security Tool (2000) (12)
- Numerical Aspects in the Data Model of Conceptual Information Systems (1998) (12)
- Ontology Merging with Formal Concept Analysis (2005) (11)
- Concept exploration: knowledge acquisition in conceptual knowledge systems (1997) (11)
- Namelings - Discover Given Name Relatedness Based on Data from the Social Web (2012) (11)
- Acquiring Expert Knowledge for the Design of Conceptual Information Systems (1999) (11)
- On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity (2013) (10)
- A Personality Based Design Approach Using Subgroup Discovery (2012) (10)
- How do people link? Analysis of contact structures in human face-to-face proximity networks (2013) (10)
- Organizing Publications and Bookmarks in BibSonomy (2007) (10)
- Characterizing Semantic Relatedness of Search Query Terms (2009) (9)
- Relevant Attributes in Formal Contexts (2018) (9)
- Lifelong Learning and Collaboration of Smart Technical Systems in Open-Ended Environments -- Opportunistic Collaborative Interactive Learning (2016) (9)
- Social event network analysis: Structure, preferences, and reality (2016) (9)
- Recommending Given Names (2013) (8)
- Semantic Web - State of the Art and Future Directions (2003) (8)
- Predicting Rising Follower Counts on Twitter Using Profile Information (2017) (8)
- Dual Retrieval in Conceptual Information Systems (1999) (8)
- Exploring conceptual similarities of objects for analyzing inconsistencies in relational databases (1998) (8)
- Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players (2011) (8)
- Kollaboratives Wissensmanagement (2006) (7)
- Subjective versus objective captured Social Networks: Comparing standard self- report questionnaire data with observational RFID technology data (2014) (7)
- Analyzing group interaction and dynamics on socio-behavioral networks of face-to-face proximity (2016) (7)
- Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge (2014) (7)
- Levelwise Search of Frequent Patterns with Counting Inference (2000) (7)
- Towards Mining Semantic Maturity in Social Bookmarking Systems (2011) (7)
- Mining the World Wide Web - Methods, Applications, and Perspectives (2007) (7)
- "Know thyselves" - Computational Self-Reflection in Collective Technical Systems (2016) (7)
- Onomastics 2.0 - The Power of Social Co-Occurrences (2013) (7)
- Social studies of scholarly life with sensor-based ethnographic observations (2019) (7)
- DBFusion 2002 Information Integration and Mining in Databases and on the Web : Proceedings of the 2nd International Workshop on Databases, Documents, and Information Fusion ; Karlsruhe, Germany, July 4-5, 2002 (2002) (7)
- Free Distributive Completions of Partial Complete Lattices (1997) (6)
- Logsonomy: A Search Engine Folksonomy (2021) (6)
- Formation and Temporal Evolution of Social Groups During Coffee Breaks (2015) (6)
- Analyzing group interaction on networks of face-to-face proximity using wearable sensors (2018) (6)
- Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research (2021) (5)
- Content Aggregation on Knowledge Bases using Graph Clustering (2006) (5)
- Towards the ubiquitous Web (2010) (4)
- Managing publications and bookmarks with BibSonomy (2009) (4)
- Drawing Order Diagrams Through Two-Dimension Extension (2019) (4)
- Semantics, Web and Mining: Joint International Workshop, EWMF 2005 and KDO 2005, Porto, Portugal, October 3-7, 2005, Revised Selected Papers (Lecture Notes in Computer Science) (2007) (4)
- On Publication Usage in a Social Bookmarking System (2015) (4)
- Connect-U: A System for Enhancing Social Networking (2014) (4)
- Topic space trajectories (2020) (4)
- On the predictability of recurring links in networks of face-to-face proximity (2014) (4)
- Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields (2019) (4)
- Case Study on social software in distributed working environments (2006) (3)
- Intrinsic dimension of geometric data sets (2018) (3)
- Null Models for Formal Contexts (2020) (3)
- Tag Recommendations for SensorFolkSonomies (2013) (3)
- Ranking Given Names: Algorithms and Evaluation Paradigms (2012) (3)
- Triadic Exploration and Exploration with Multiple Experts (2021) (3)
- Interactive Collaborative Exploration using Incomplete Contexts (2019) (3)
- Attribute Selection using Contranominal Scales (2021) (3)
- Semantic Methods and Tools for Information Portals – The SemIPort Project (2002) (3)
- Prominence and Dominance in Networks (2018) (3)
- Proceedings of the 24th ACM Conference on Hypertext and Social Media (2013) (2)
- A Roadmap for Web Mining (2004) (2)
- Frequent and/or Durable? The Predictive Impact of Initial Face-to-Face Contacts on the Formation and Evolution of Students’ Developmental Peer Network Relationships (2018) (2)
- Conceptual information systems and conceptual on-line analytical processing (1998) (2)
- Distances for wifi based topological indoor mapping (2018) (2)
- Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity (2014) (2)
- Boolean Substructures in Formal Concept Analysis (2021) (2)
- Erratum to: Participatory Sensing, Opinions and Collective Awareness (2017) (2)
- Academic Publication Management with PUMA - Collect, Organize and Share Publications (2010) (2)
- Exploration tool in formal concept analysis (1996) (2)
- KAON-Towards An Infrastructure for Semantics-based E-Services (2002) (2)
- Privacy-aware spam detection in social bookmarking systems (2011) (2)
- Intrinsic dimension of concept lattices (2018) (2)
- Conceptual structures : broadening the base : 9th International Conference on Conceptual Structures, ICCS 2001, Stanford, CA, USA, July 30 - August 3, 2001 : proceedings (2001) (2)
- Clones in Graphs (2018) (2)
- W8: Semantic Network Analysis (2005) (1)
- The Berners-Lee Hypothesis : Power laws and Group Structure in (2008) (1)
- Mining the World Wide Web (2007) (1)
- Force-Directed Layout of Order Diagrams using Dimensional Reduction (2021) (1)
- Recommending Given Names Mining Relatedness of Given Names based on Data from the Social Web (2013) (1)
- Reuse in the development process of TOSCANA systems (1999) (1)
- A Concept for Productivity Tracking based on Collaborative Interactive Learning Techniques (2018) (1)
- Chapter 14 CONCEPTUAL ON-LINE ANALYTICAL PROCESSING (2002) (1)
- Discovering Locally Maximal Bipartite Subgraphs (2022) (1)
- A Contextual-Logi Extension of TOSCANA (2006) (1)
- First European Web Mining Forum (2003) (1)
- LG4AV: Combining Language Models and Graph Neural Networks for Author Verification (2021) (1)
- Orometric Methods in Bounded Metric Data (2019) (1)
- Contributions to ICCS 2005 (2005) (1)
- Mapping Research Trajectories (2022) (0)
- Proc. European Web Mining Forum 2005 (2005) (0)
- From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research (2011) (0)
- Reuse in the Development Processof TOSCANA (2006) (0)
- The FEE Project : Introduction and First Insights (2015) (0)
- Proceedings of the 13th international conference on Conceptual Structures: common Semantics for Sharing Knowledge (2005) (0)
- Information Integration and Mining in Databases and on the Web. DBFusion 2002 (2002) (0)
- The social distributional hypothesis: a pragmatic proxy for homophily in online social networks (2014) (0)
- Introduction to the Special Issue of the Journal of Web Semantics : Bridging the Gap – Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2 . 0 (2011) (0)
- Clustering Based on Background Knowledge (2003) (0)
- Analyzing the Predictability of Human Contacts: On Influence Factors and Stronger Ties (2012) (0)
- Topological Indoor Mapping through WiFi Signals (2021) (0)
- 08391 Executive Summary - Social Web Communities (2008) (0)
- Wikis, Blogs, Bookmarking Tools Mining the Web 2.0 (2008) (0)
- Levelwise Search of Frequent Patternswith Counting (2010) (0)
- Ordinal Data Analysis (2019) (0)
- Predicting the stability of user interaction ties in Twitter (2014) (0)
- Maximal Ordinal Two-Factorizations (2023) (0)
- Greedy Discovery of Ordinal Factors (2023) (0)
- Semantic Network Analysis Program Committee Topic Communities in Peer to Peer Networks Invited Talk from Semantic to Social: an Integrated Approach for Content and Usage Analysis 2 Introduction (2006) (0)
- Analysis of the Formal Concept Analysis Community (2012) (0)
- Social Machines (2021) (0)
- Dual Retrieval inConceptual Information SystemsGerd (2006) (0)
- Mining Social Links for Ubiquitous Knowledge Engineering (2014) (0)
- The Evolution and Dynamics of Research Networks (2008) (0)
- Mining social media to inform peatland fire and haze disaster management (2017) (0)
- Off to new shores (2003) (0)
- Relatedness in Evidence Networks (2014) (0)
- Story Driven Web Applications (2016) (0)
- Mining Minimal Non-Redundant Asso iationRules using Frequent Closed (2006) (0)
- Clones in Social Networks (2018) (0)
- Social Web Communities Conference or Workshop Item (2018) (0)
- Stop thinking, start tagging (2010) (0)
- Social Machines (2021) (0)
- A I ] 3 F eb 2 01 9 Discovering Implicational Knowledge in Wikidata (2019) (0)
- ONTO-2001 - Ontologies Workshop. Proceedings of the ONTO-2001 Workshop on Ontologies, Vienna, Austria, September 18, 2001 [online] (2001) (0)
- 08391 Abstracts Collection - Social Web Communities (2008) (0)
- Real World Social Tagging Recommender Systems (2012) (0)
- 08391 Group Summary - The Evolution and Dynamics of Research Networks (2008) (0)
- Workshop – Semantische Technologien für Informationsportale (2004) (0)
- Automatic Textual Explanations of Concept Lattices (2023) (0)
- Ordinal Motifs in Lattices (2023) (0)
- Building and Using the Semantic Web (2003) (0)
- Exploring Conceptual Similarities of Objectsfor Analyzing Inconsistenciesin Relational DatabasesGerd (2006) (0)
- Workshop on "Ontologies", September 18, 2001, Affiliated with KI-2001, Vienna, Austria (2001) (0)
- Proceedings of the 9th International Conference on Conceptual Structures: Broadening the Base (2001) (0)
- Face-to-Face Contacts during LWA 2010 Communities, Roles, and Key Players (2011) (0)
- Intrinsic dimension and its application to association rules (2018) (0)
- Social Web Communities Executive Summary of the Dagstuhl Seminar (2008) (0)
- Contact Patterns, Group Interaction and Dynamics on Socio-Behavioral Multiplex Networks (2017) (0)
- 8th International Conference on Conceptual Structures: logical, linguistic, and computational issues (2000) (0)
- Attribute Exploration with Multiple Contradicting Partial Experts (2022) (0)
- The Mont Blanc of Twitter: Identifying Hierarchies of Outstanding Peaks in Social Networks (2021) (0)
- Factorizing Lattices by Interval Relations (2022) (0)
- Some applications of conceptual knowledge processing (2005) (0)
- Social Web Communities (2008) (0)
- Towards Explainable Scientific Venue Recommendations (2021) (0)
- On Ordinal Data Science and its role in Socially Acceptable ICT Design (2020) (0)
- ISWC 2005 could not take place without the generous support of the following sponsors Super Emerald Sponsors (2005) (0)
- Chapter 1 Usage Mining for and on the Semantic Web (0)
- Social studies of scholarly life with sensor-based ethnographic observations (2019) (0)
- Predictability of evolving contacts and triadic closure in human face-to-face proximity networks (2014) (0)
- Semantic Information and Web based Product Recommendation System – A Novel Approach (2020) (0)
- DimDraw - A Novel Tool for Drawing Concept Lattices (2019) (0)
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Gerd Stumme is affiliated with the following schools: