2012

GerNED: A German Corpus for Named Entity Disambiguation
Danuta Ploch, Leonhard Hennig, Angelina Duka, Ernesto William De Luca and Sahin Albayrak
In: Proceedings of the 8th International Conference on Language Resources and Evaluation [to appear]; 2012

Users and Noise: The Magic Barrier of Recommender Systems
Alan Said, Brijnesh Johannes Jain, Sascha Narr, Till Plumbaum
In: Proceedings of the 20th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH; 2012

SERUM: Collecting Semantic User Behavior for Improved News Recommendations
Till Plumbaum,Andreas Lommatzsch,Ernesto De Luca, Sahin Albayrak
In: Advances in User Modeling; 2012

Semantic Adaptive Social Web
Federica Cena, Antonina Dattolo, Ernesto De Luca, Pasquale Lops, Till Plumbaum, Julita Vassileva
In: Advances in User Modeling; 2012

Increasing Diversity Through Furthest Neighbor-Based Recommendation
Alan Said, Brijnesh Johannes Jain, Benjamin Kille, Sahin Albayrak
In: Proceedings of the WSDM'12 Workshop on Diversity in Document Retrieval (DDR'12); 2012

KMulE: A Framework for User-based Comparison of Recommender Algorithms
Alan Said, Ernesto William De Luca, Benjamin Kille, Brijnesh Johannes Jain, Immo Micus, Sahin Albayrak
In: Proceedings of the 17th international conference on Intelligent user interfaces (IUI'12); 2012

Analyzing Weighting Schemes in Collaborative Filtering: Cold Start, Post Cold Start and Power Users
Alan Said, Brijnesh Johannes Jain, Sahin Albayrak
In: 27th ACM Symposium On Applied Computing (SAC '12); 2012

Movie Recommendation in Context
Alan Said, Shlomo Berkovsky, Ernesto William De Luca
In: ACM TIST Special Issue on Context-Aware Movie Recommendation [to appear]; 2012

Ontological Collaboration Engineering
Stefan W. Knoll, Till Plumbaum, Ernesto W. De Luca, Livia Predoiu
In: Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources. IGI Global; 2012

2011

Group Recommendation in Context
Alan Said, Shlomo Berkovsky, Ernesto William De Luca
In: CAMRa '11 Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation; 2011

DAI Approaches to the TAC-KBP 2011 Entity Linking Task
Danuta Ploch, Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Text Analysis Conference [to appear]; 2011

Pattern Recognition in Multivariate Time Series - Dissertation Proposal
Stephan Spiegel, Brijnesh Johannes Jain, Ernesto William De Luca, Sahin Albayrak
In: CIKM 2011: Proceedings of 4th Workshop for Ph.D. Students in Information and Knowledge Management (PIKM 2011), Glasgow, UK; 2011

Towards An Enhanced Semantic Approach For Automatic Usability Evaluation
Peter Steinnökel, Christian Scheel, Michael Quade, Sahin Albayrak
In: Computational Linguistics-Applications Conference - CLA'11; 2011

User Modeling for the Social Semantic Web
Till Plumbaum, Songxuan Wu, Ernesto William De Luca, Sahin Albayrak
In: 2nd Workshop on Semantic Personalized Information Management: Retrieval and Recommendation, in conjunction with ISWC 2011; 2011

A linked dataverse knows better: Boosting recommendation quality using semantic knowledge
Andreas Lommatzsch, Till Plumbaum, and Sahin Albayrak
In: 5th International Conference on Advances in Semantic Processing, Lisbon, Portugal, November 20-25, 2011; 2011

Performance Measures for Multi-Graded Relevance
Christian Scheel, Andreas Lommatzsch, Sahin Albayrak
In: 2nd Workshop on Semantic Personalized Information Management: Retrieval and Recommendation, Bonn, Germany, October 24, 2011; 2011

Challenge on Context-Aware Movie Recommendation: CAMRa2011
Alan Said, Shlomo Berkovsky, Ernesto William De Luca, Jannis Hermanns
In: ACM RecSys 2011: Proceedings of the Fifth Conference on Recommender Systems [to appear]; 2011

Personalizing Tags: A Folksonomy-like Approach for Recommending Movies
Alan Said, Benjamin Kille, Ernesto William De Luca, Sahin Albayrak
In: 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, Chicago, IL, USA [to appear]; 2011

Inferring Contextual User Profiles - Improving Recommender Performance
Alan Said, Ernesto William De Luca, Sahin Albayrak
In: 3rd RecSys Workshop on Context-Aware Recommender Systems, Chicago, IL, USA [to appear]; 2011

Investigating the Applicability of current Machine-Learning based Subjectivity Detection Algorithms on German Texts
Malik Atalla, Christian Scheel, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Workshop on Robust Unsupervised and Semisupervised Methods in Natural Language Processing (in conjunction with RANLP 2011); 2011

Extracting Semantic Annotations from Twitter
Sascha Narr, Ernesto William De Luca, Sahin Albayrak
In: Proc. of CIKM 2011; 2011

Gamification: A Semantic Approach for User Driven Knowledge Conservation
Michael Meder, Till Plumbaum, Ernesto William De Luca and Sahin Albayrak
In: FGWM 2011 - German Workshop on Knowledge and Experience Management, LWA 2011, Magdeburg, Germany; 2011

2nd International Workshop on Semantic Adaptive Social Web (SASWeb 2011)
Federica Cena, Antonina Dattolo, Ernesto William De Luca, Pasquale Lops, Till Plumbaum, Julita Vassileva
In: UMAP 2011, Workshop Proceedings, Girona, Spain, 2011; 2011

Violence Detection in Movies
Esra Acar, Stephan Spiegel
In: 2nd Summer School on Social Media Retrieval (S3MR), Antalya, Turkey; 2011

Latent Semantic Social Graph Model for Expert Discovery in Facebook
Akram Al-Kouz, Ernesto William De Luca, Sahin Albayrak
In: I2CS 2011; 2011

Workshop on context-awareness in retrieval and recommendation
Ernesto William De Luca, Alan Said, Matthias Böhmer, Florian Michahelles
In: IUI '11 Proceedings of the 16th international conference on Intelligent user interfaces, Palo Alto, CA, USA; 2011

Pattern Recognition and Classification for Multivariate Time Series
Stephan Spiegel, Julia Gaebler, Andreas Lommatzsch, Ernesto De Luca, Sahin Albayrak
In: KDD-2011: Proceeding of ACM International Workshop on Knowledge Discovery from Sensor Data (SensorKDD-2011), San Diego, CA, USA; 2011

Link Prediction on Evolving Data using Tensor Factorization
Stephan Spiegel, Jan Clausen, Sahin Albayrak, Jerome Kunegis
In: PAKDD-2011: Proceeding of ACM International Workshop on Behavior Informatics (BI-2011), Shenzhen, China; 2011

Context-Aware Device Self-Configuration Using Self-Organizing Maps
Leonid Batyuk, Christian Scheel, Seyit Ahmet Camtepe and Sahin Albayrak
In: Workshop Organic Computing as part of ICAC 2011; 2011

SPIGA - A Multilingual News Aggregator
Leonhard Hennig, Danuta Ploch, Daniel Prawdzik, Benjamin Armbruster, Christoph Büscher, Holger Düwiger, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the Biennal GSCL Conference 2011; 2011

SERUM: Collecting Semantic User Behavior for Improved News Recommendations
Till Plumbaum, Andreas Lommatzsch, Ernesto William De Luca, Sahin Albayrak
In: UMAP 2011, Poster and Demo Session; 2011; 2011

An Architecture for Smart Semantic Recommender Applications
Andreas Lommatzsch, Till Plumbaum, Sahin Albayrak
In: 11th International Conference on Innovative Internet Community Systems, Berlin; 2011

Using Social and Pseudo Social Networks to Improve Recommendation
Alan Said, Ernesto William De Luca, Sahin Albayrak
In: IJCAI 2011 Workshop on Intelligent Techniques for Web Personalization and Recommender Systems; 2011

A Comparison of How Demographic Data Affects Recommendation
Alan Said, Till Plumbaum, Ernesto William De Luca, Sahin Albayrak
In: UMAP 2011, Poster and Demo Session; 2011

Exploring Entity Relations for Named Entity Disambiguation
Danuta Ploch
In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies; 2011

My Personal User Interface: A Semantic User-Centric Approach to Manage and Share User Information
Till Plumbaum, Katja Schulz, Martin Kurze, Sahin Albayrak
In: HCI International 2011; 2011

2010

Named-Entity-Expansion mit Wikipedia-Daten in automatisierter Multidokumenten-Zusammenfassung
Sascha Narr
In: Technische Universität Berlin; 2010

Multi-Domain Klassifikation basierend auf nutzergenerierten Metadaten
Michael Meder
In: Technische Universität Berlin; 2010

Adaptive Music News Recommendations based on Large Semantic Datasets
Till Plumbaum, Andreas Lommatzsch, Stefan Rudnitzki, Ernesto William De Luca, Holger Düwiger, Sahin Albayrak
In: WOMRAD 2010 - Workshop on Music Recommendation and Discovery, colocated with ACM RecSys 2010; 2010

Semantic DaiKnow - Development of an enterprise ontology for adaptive recommendations in a social tagging system
Duc Tung Vu, Till Plumbaum
In: Technsiche Universität Berlin; 2010

Entwurf und Entwicklung eines JavaScript-basierten RDFa Trackers
Stefan Franke, Till Plumbaum
In: Technische Universität Berlin; 2010

Entwurf und Entwicklung einer OWL-Ontologie zur Modellierung von Benutzerverhalten
Erwin Gunadi, Till Plumbaum
In: Technische Universität Berlin; 2010

Named Entity Disambiguation for German News Articles
Andreas Lommatzsch, Danuta Ploch, Ernesto William De Luca, Sahin Albayrak
In: LWA 2010 Kassel, Workshop IR; 2010

Exploiting Hierarchical Tags for Context-awareness
Alan Said, Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak
In: ACM CIKM '10 Workshop on Exploiting Semantic Annotations for Information Retrieval (ESAIR); 2010

Identifying and Utilizing Contextual Data in Hybrid Recommender Systems
Alan Said
In: RecSys 2010: Proceedings of the fourth ACM conference on Recommender systems; 2010

Learning Summary Content Units with Topic Modeling
Leonhard Hennig, Ernesto William De Luca, Sahin Albayrak
In: 23rd International Conference on Computational Linguistics (COLING 2010); 2010

Einsatz von intelligenten Agenten-Ensembles im Produktentstehungsprozess: Automatisches Zuordnen von Bauteilen zu Montagezonen bei der Prototypenmontage
Andreas Lommatzsch, Till Plumbaum, Christian Sauer, Sahin Albayrak
In: VDI Verlag GmbH; 2010

Collaboration Ontology: Applying Collaboration Knowledge to a Generic Group Support System
Stefan Werner Knoll, Till Plumbaum, Jan Leif Hoffman, Ernesto William De Luca
In: GDN2010; 2010

Personalized Learning to Rank Applied to Search Engines
Christian Scheel, Sascha Narr, Orlando Macone, Dennis Egert, Matthias Hohner, Ernesto William De Luca, Sahin Albayrak
In: Proceedings of the LREC Workshop: SPIM2010: 1st Workshop on Semantic Personalized Information Management; 2010

Identifying Sentence-Level Semantic Content Units with Topic Models
Leonhard Hennig, Thomas Strecker, Sascha Narr, Ernesto William De Luca, Sahin Albayrak
In: 21st International Conference on Database and Expert Systems Applications (DEXA 10), 7th International Workshop on Text-based Information Retrieval (TIR '10); 2010

Personalized Multi-Document Summarization using N-Gram Topic Model Fusion
Leonhard Hennig, Sahin Albayrak
In: Int. Conf. on Language Resources and Evaluation (LREC 2010), 1st Workshop on Semantic Personalized Information Management (SPIM 2010); 2010

The Link Prediction Problem in Bipartite Networks
Jérôme Kunegis, Ernesto William De Luca, Sahin Albayrak
In: Int. Conf. in Information Processing and Management of Uncertainty in Knowledge-based Systems; 2010

Concept of a Sensor based Emergency Detection in a Home Environment (Ein Konzept zur sensorbasierten Erkennung von Notsituationen im häuslichen Umfeld)
Tarik Mustafic, Jan Hendrik Clausen, Arik Messerman, Joël Chinnow
In: Ambient Assisted Living - AAL, 3. Deutscher Kongress mit Ausstellung - Assistenzsysteme im Dienste des Menschen: zuhause und unterwegs, Berlin, Germany; 2010

Multilingual Ontology-based User Profile Enrichment
Ernesto William De Luca, Till Plumbaum, Jérôme Kunegis, Sahin Albayrak
In: 1st Workshop on the Multilingual Semantic Web; 2010

Semantically-enhanced Ubiquitous User Modeling
Till Plumbaum
In: Doctoral Consortium UMAP 2010; 2010

Semantic Group Support System for Context Adaptive Collaboration
Stefan Werner Knoll, Till Plumbaum, Ernesto William De Luca
In: CHI 2010 workshop on Context-Adaptive Interaction for Collaborative Work (CAICOLL 2010); 2010

Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization
Jérôme Kunegis, Stephan Schmidt, Andreas Lommatzsch, Jürgen Lerner, Ernesto W. De Luca, Sahin Albayrak
In: Proc. SIAM Int. Conf. on Data Mining; 2010

How social relationships affect user similarities
Alan Said, Ernesto William De Luca, Sahin Albayrak
In: International Conference on Intelligent User Interfaces Workshop on Social Recommender Systems; 2010

Connecting Senior Citizens through Interactive TV
Baris Karatas, Torsten Schmidt, Jérôme Kunegis, Till Plumbaum
In: Proc. Ambient Assisted Living 2010; 2010

A Trilogy of Webs for Machines
Alexander Korth, Benjamin Hirsch, Till Plumbaum
In: Linked Data in the Future Internet at the Future Internet Assembly; 2010; 2010

2009

SCAF Semantic Contents Acquisition Framework
Danuta Ploch, Thomas Strecker, Ilya Tsyganov
2009

Hydra: A Hybrid Recommender System [Cross-Linked Rating and Content Information]
Stephan Spiegel, Jérôme Kunegis, Fang Li
In: Workshop on Complex Networks in Information and Knowledge Management (CNIKM'09); 2009

The Universal Recommender
Jérôme Kunegis, Alan Said, Winfried Umbrath
2009

Understanding the user: Personomy translation for tag-recommendation
Robert Wetzker, Alan Said, Carsten Zimmermann
In: ECML PKDD Discovery Challenge 2009, Bled, Slovenia; 2009

A hybrid PLSA approach for warmer cold start in folksonomy recommendation
Alan Said, Robert Wetzker, Winfried Umbrath, Leonhard Hennig
In: Proceedings of the RecSys'09 Workshop on Recommender Systems & The Social Web, New York, NY; 2009

Eine offene Architektur für die agentenbasierte, adaptive, personalisierte Informationsfilterung
Andreas Lommatzsch
In: Berlin, Techn. Univ., Diss., 2009; 2009

Profile-based Recommendation of and by Domain Experts supporting web 2.0 Community Paradigms
Gerald Eichler, Andreas Lommatzsch
In: Barcelona; 2009

From Community towards Enterprise - a taxonomy-based search for experts
Gerald Eichler, Andreas Lommatzsch, Thomas Strecker, Danuta Ploch, Conny Strecker, Robert Wetzker
In: In Christian Erfurth, Gerald Eichler, Volkmar Schau (Eds.), Proceeding of the 9th International Conference on Innovative Internet Community Systems I2CS 2009, June 15 - 17, 2009, Jena, Germany; 2009

Topic-based Multi-Document Summarization with Probabilistic Latent Semantic Analysis
Leonhard Hennig
In: Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2009); 2009

Automated Ground Truth Data Generation for Newspaper Document Images
Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel
In: Tenth International Conference on Document Analysis and Recognition (ICDAR'2009); 2009

Learning Spectral Graph Transformations for Link Prediction
Jérôme Kunegis, Andreas Lommatzsch
In: 26th International Conference on Machine Learning; 2009

Tag Spam Creates Large Non-Giant Connected Components
Nicolas Neubauer, Robert Wetzker, Klaus Obermayer
In: Airweb 2009: Fifth International Workshop on Adversarial Information Retrieval on the Web| 18th Int. World Wide Web Conference, Madrid, Spain, 2009 | to appear; 2009

Semantic Web Usage Mining: Using Semantics to Understand User Intentions
Till Plumbaum, Tino Stelter, Alexander Korth
In: User Modeling and Adaptive Hypermedia and Adaptive Web-Based Systems (UMAP); 2009

The Slashdot Zoo: Mining a Social Network with Negative Edges
Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage
In: 18th International World Wide Web Conference; 2009

A hybrid approach to item recommendation in folksonomies
Robert Wetzker, Winfried Umbrath, Alan Said
In: ESAIR 2009 : Exploiting Semantic Annotations in Information Retrieval; 2009

Automatic Layouting of Personalized Newspaper Pages
Thomas Strecker, Leonhard Hennig
In: Operations Research Proceedings 2008; 2009

2008

XSLT-based Web-Content Extraction
Thomas Strecker, Danuta Ploch, Martin Kurze, Sahin Albayrak
2008

IMAGE RETRIEVAL AND WEB 2.0 – WHERE CAN WE GO FROM HERE?
Christian Bauckhage, Tansu Alpcan, Robert Wetzker, Winfried Umbrath
In: Proceedings of the 15th IEEE International Conference on Image Processing; 2008

Alternative Similarity Functions for Graph Kernels
Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage
In: 19th International Conference on Pattern Recognition (ICPR 2008); 2008

Monitoring Smartphones for Anomaly Detection
Aubrey-Derrick Schmidt, Frank Peters, Florian Lamour, Christian Scheel, Seyit Ahmet Camtepe, Sahin Albayrak
In: Mobile Networks and Applications; 2008

Simply web-n-walk – A Personalized Mobile 2.0 Service Enabler
Martin Kurze, Alexander Korth, Till Plumbaum
In: Bordeaux; 2008

Entwicklung eines User Tracking Systems zur verbesserten Benutzermodellierung
Tino Stelter, Till Plumbaum
2008

Tailoring Taxonomies for Efficient Text Categorization and Expert Finding
Robert Wetzker, Winfried Umbrath, Leonhard Hennig, Christian Bauckhage, Tansu Alpcan, Florian Metze
In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology; 2008

An Ontology-based Approach to Text Summarization
Leonhard Hennig, Robert Wetzker, Winfried Umbrath
In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2008), Workshop on Natural Language Processing and Ontology Engineering (NLPOE 2008); 2008

Tailoring text for automatic layouting of newspaper pages
Leonhard Hennig, Thomas Strecker
In: Proceedings of the International Conference on Pattern Recognition (ICPR 2008); 2008

Detecting Trends in Social Bookmarking Systems using a Probabilistic Generative Model and Smoothing
Robert Wetzker, Till Plumbaum, Alexander Korth, Cchristian Bauckhage, Tansu Alpcan, Florian Metze
In: Proceedings of the International Conference on Pattern Recognition (ICPR) | to appear; 2008

Game Design: Motivation for Mobile Gaming Created by New Technologies
Natascha J. Tiotuico, Olaf Kroll-Peters, Tino Stelter, Daniel Odry
In: Workshop Mobile Gaming '08, Informatik 2008, München, 8.-13.09.2008; 2008

On the Scalability of Graph Kernels Applied to Collaborative Recommenders
Jérôme Kunegis, Andreas Lommatzsch, Şahin Albayrak, Christian Bauckhage
In: 18th European Conference on Artificial Intelligence (ECAI 2008), Workshop on Recommender Systems; 2008

Modeling Collaborative Similarity with the Signed Resistance Distance Kernel
Jérôme Kunegis, Stephan Schmidt, Şahin Albayrak, Christian Bauckhage, Martin Mehlitz
In: 18th European Conference on Artificial Intelligence (ECAI 2008); 2008

Analyzing Social Bookmarking Systems: A del.icio.us Cookbook
Robert Wetzker, Carsten Zimmermann and Christian Bauckhage
In: European Conference on Artificial Intelligence (ECAI); 2008

Feed Distillation Using AdaBoost and Topic Maps
Wai-Lung Lee, Andreas Lommatzsch, Christian Scheel
In: The Sixteenth Text REtrieval Conference (TREC 2007); 2008

2007

Entwicklung eines visuellen Editors auf Basis von EMF und GEF
Marek Iwaszkiewicz, Thomas Strecker
2007

Assessing the Value of Unrated Items in Collaborative Filtering
Jérôme Kunegis, Andreas Lommatzsch, Martin Mehlitz
In: Proceedings of the 2nd International Conference on Digital Information Management; 2007

Automatische Ontologie-Optimierung in Ontologie-basierten Systemen
Winfried Umbrath
In: Universitaet Potsdam; 2007

Konzeption und Modellierung einer visuellen Repräsentation von XSLT 2.0 auf Basis von Eclipse Technologien
Danuta Ploch
2007

A Framework for Ubiquitous User Modeling
Alexander Korth, Till Plumbaum
In: IEEE International Conference on Information Reuse and Integration (IRI2007); 2007

An unsupervised hierarchical method for automated document categorization
Robert Wetzker, Tansu Alpcan, Christian Bauckhage, Winfried Umbrath, and Sahin Albayrak
In: Proceedings of the IEEE/WIC/ACM Web Intelligence 2007, Silicon Valley, USA; 2007

An Intelligent Knowledge Sharing System for Web Communities
Christian Bauckhage, Tansu Alpcan, Sachin Agarwal, Florian Metze, Robert Wetzker, Milena Ilic and Sahin Albayrak
In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2007, Montreal, Canada; 2007

Distance Measures in Query Space: How Strongly to Use Feedback from Past Queries
Nicolas Neubauer, Christian Scheel, Sahin Albayrak, Klaus Obermayer
In: Proceedings of the IEEE/WIC/ACM Web Intelligence 2007; 2007

Agent Technology for Personalized Information Filtering: The PIA System
Sahin Albayrak, Stefan Wollny, Andreas Lommatzsch, Dragan Milosevic
In: Scientific International Journal for Parallel and Distributed Computing (SCPE), Volume 8, Number 1, pp. 29-40, 2007.; 2007

Efficient Query Delegation by Detecting Redundant Retrieval Strategies
Christian Scheel, Nicolas Neubauer, Andreas Lommatzsch, Klaus Obermayer, Sahin Albayrak
In: SIGIR 2007 Workshop: Learning to Rank for Information Retrieval; 2007

Adapting Ratings in Memory-Based Collaborative Filtering using Linear Regression
Jérôme Kunegis, Şahin Albayrak
In: Proceedings of the 2007 IEEE International Conference on Information Reuse and Integration; 2007

A Multi-Agent Framework for Personalized Information Filtering
Andreas Lommatzsch, Martin Mehlitz, Jérôme Kunegis
In: German E-Science Conference 2007; 2007

Using Multi-Agent Systems for Learning optimal Policies for complex Problems
Andreas Lommatzsch, Sahin Albayrak
In: ACM Southeast 2007 Conference, Winston-Salem, North Carolina, USA, 2007.; 2007

Agent Technology for Personalized Information Filtering: The PIA-System
Sahin Albayrak, Stefan Wollny, Andreas Lommatzsch, Dragan Milosevic
In: Scalable Computing: Practice and Experience (SCPE), 2007; 2007

Collaborative Filtering using Electrical Resistance Network Models with Negative Edges
Jérôme Kunegis, Stephan Schmidt
In: Industrial Conference on Data Mining 2007; 2007

Multi-Domain Collaborative Exploration Mechanisms for Query Expansion in Agent Based Filtering Framework
Albayrak Sahin, Dragan Milosevic
In: Special Issue on Intelligence in e-Application, Journal of E-commerce Research and Application (to appear); 2007

2006

A User Modeling Framework for Personalized User Interfaces
Till Plumbaum
In: Berlin; 2006

Ein gradualisiertes Communitymodell zur Bildung wissenschaftlicher Gemeinschaften
Michael Hahne, Corinna Jung, Jérôme Kunegis, Andreas Lommatzsch, André Paus
In: GITO Verlag; 2006

Coordinating Filtering Strategies in Cooperative Agent Communities
Dragan Milosevic
In: Technical University Berlin; 2006

Text Clustering by Selected Latent Semantic Analysis
Martin Mehlitz
2006

Using Integer Linear Programming for Search Results Optimization
Jérôme Kunegis
In: Berlin; 2006

Strategy Coordination Approach for Safe Learning about Novel Filtering Strategies in Multi Agent Framework
Albayrak Sahin, Milosevic Dragan
In: Lecture Notes in Artificial Intelligence (LNAI 3930) , pp. 30-42, 2006.; 2006

Multi-Domain Strategy Coordination Approach for Optimal Resource Usage in Agent Based Filtering Framework
Albayrak Sahin, Milosevic Dragan
In: International Journal of Web Intelligence and Agent Systems (WIAS), IOS Press, Amsterdam, 2006; 2006

2005

Agent Technology for Personalized Information Filtering: The PIA-System
Sahin Albayrak, Stefan Wollny, Nicolas Varone, Andreas Lommatzsch, Dragan Milosevic
In: The 20th ACM Symposium on Applied Computing, Agents, Interactions, Mobility, and Systems (AIMS) track, Santa Fe, New Mexico, USA, pp. 54-59, 2005.; 2005

Response Time Aware Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Flexible Strategy Coordination Approach for Supporting Resource Awareness in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
In: 4th International Conference on Machine Learning and Cybernetics (ICMLC 2005) in cooperation with IEEE, Guangzhou, China, pp. 5615-5623, 2005.; 2005

Distributed Community Cooperation In Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Cooperative Community Selection in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Collaborative Filtering Guided Exploration in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

Component Based Local Optimisation Filtering Agent
Albayrak Sahin, Milosevic Dragan
2005

Combining Self-Organizing Map Algorithms for Robust and Scalable Intrusion Detection
Sahin Albayrak, Achim Müller, Christian Scheel , Dragan Milosevic
In: CIMCA'2005 & IAWTIC'2005; 2005

Beherrschbarkeit zukünftiger Bedrohungen durch ein künstliches Immunsystem (AIS) auf Basis von Agententechnologien
Robert Wetzker
2005

Managing Strategies for a Self-Organising Map based Filtering Agent Community
Christian Scheel
In: TU-Berlin; 2005

Design und Development einer Überwachungskomponente für Informationsextraktions-Agenten
Thomas Strecker
2005

Resource And Job Aware Coordination In Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2005

2004

Reinforcement Learning als Ratgeber in der Teilnahme an Auftragsausschreibungen
Alexander Korth
2004

Situation-aware Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Self Improving Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Resource Load Predictable Coordination in Multi Agent Filtering Framework
Albayrak Sahin, Milosevic Dragan
2004

Component Based Local Optimisation Filtering Agent
Albayrak Sahin, Milosevic Dragan
2004

Generic Intelligent Personal Information Agent
Albayrak Sahin, Milosevic Dragan
2004

Reinforcement Learning for Procurement Agents of the Factory of the Future
Sahin Albayrak, Burak Simsek, Alexander Korth
2004