Alexander Felfernig

Orcid: 0000-0003-0108-3146

Affiliations:
  • Graz University of Technology, Austria


According to our database1, Alexander Felfernig authored at least 251 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Report on the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) at ACM RecSys 2023.
SIGIR Forum, December, 2023

Sports Recommender Systems: Overview and Research Issues.
CoRR, 2023

Conjunctive Query Based Constraint Solving For Feature Model Configuration.
CoRR, 2023

User Needs for Explanations of Recommendations: In-depth Analyses of the Role of Item Domain and Personal Characteristics.
Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023

Analysis Operations On The Run: Feature Model Analysis in Constraint-based Recommender Systems.
Proceedings of the 27th ACM International Systems and Software Product Line Conference, 2023

FLAMA: A collaborative effort to build a new framework for the automated analysis of feature models.
Proceedings of the 27th ACM International Systems and Software Product Line Conference, 2023

Analysis Operations for Constraint-based Recommender Systems.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'23).
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Perfect Match in Video Retrieval.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Concentrating on the Impact: Consequence-based Explanations in Recommender Systems.
Proceedings of the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Machine Learning Based Risk Prediction for Major Adverse Cardiovascular Events for ELGA-Authorized Clinics.
Proceedings of the dHealth 2023, 2023

FMTESTING: A FEATUREIDE Plug-in for Automated Feature Model Analysis and Diagnosis.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Solving Multi-Configuration Problems: A Performance Analysis with Choco Solver.
Proceedings of the 25th International Workshop on Configuration (ConfWS 2023), 2023

Specifying Configurable Videos with Feature Models.
Proceedings of the 25th International Workshop on Configuration (ConfWS 2023), 2023

Game-based Configuration Task Learning with ConGuess: An Initial Empirical Analysis.
Proceedings of the 25th International Workshop on Configuration (ConfWS 2023), 2023

Collaborative Recommendation of Search Heuristics For Constraint Solvers.
Proceedings of the 25th International Workshop on Configuration (ConfWS 2023), 2023

Solving Constraint Satisfaction Problems with Database Queries: An Overview.
Proceedings of the 25th International Workshop on Configuration (ConfWS 2023), 2023

Employing Nudge Theory and Persuasive Principles with Explainable AI in Clinical Decision Support.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Computational Evaluation of Model-Agnostic Explainable AI Using Local Feature Importance in Healthcare.
Proceedings of the Artificial Intelligence in Medicine, 2023

FASTDIAGP: An Algorithm for Parallelized Direct Diagnosis.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Individual and Group Decision Making and Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2022

An overview of machine learning techniques in constraint solving.
J. Intell. Inf. Syst., 2022

Applying matrix factorization to consistency-based direct diagnosis.
Appl. Intell., 2022

Accuracy- and consistency-aware recommendation of configurations.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

Knowledge-based configuration of videos using feature models.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

Consistency-based integration of multi-stakeholder recommender systems with feature model configuration.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

WipeOutR: automated redundancy detection for feature models.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

Test case aggregation for efficient feature model testing.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

ConGuess: a learning environment for configuration tasks.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

Table-based knowledge representations for industrial feature models.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

DDMin versus QuickXplain - An Experimental Comparison of two Algorithms for Minimizing Collections.
Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022

The Impacts of Primacy/Recency Effects on Item Review Sentiment Analysis.
Proceedings of the 9th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22).
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

FinRec: The 3rd International Workshop on Personalization & Recommender Systems in Financial Services.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

A Comparative Study: Classification Vs. Matrix Factorization for Therapeutics Recommendation.
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

2021
Humanized Recommender Systems: State-of-the-art and Research Issues.
ACM Trans. Interact. Intell. Syst., 2021

DirectDebug: A software package for the automated testing and debugging of feature models.
Softw. Impacts, 2021

A Fully Open-Source Approach to Intelligent Edge Computing: AGILE's Lesson.
Sensors, 2021

Explanations for over-constrained problems using QuickXPlain with speculative executions.
J. Intell. Inf. Syst., 2021

Recommender systems in the healthcare domain: state-of-the-art and research issues.
J. Intell. Inf. Syst., 2021

Towards psychology-aware preference construction in recommender systems: Overview and research issues.
J. Intell. Inf. Syst., 2021

Psychology-informed Recommender Systems.
Found. Trends Inf. Retr., 2021

AI Techniques for Software Requirements Prioritization.
CoRR, 2021

Designing Explanations for Group Recommender Systems.
CoRR, 2021

An Overview of Direct Diagnosis and Repair Techniques in the WeeVis Recommendation Environment.
CoRR, 2021

CoreDiag: Eliminating Redundancy in Constraint Sets.
CoRR, 2021

An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration.
Proceedings of the VaMoS'21: 15th International Working Conference on Variability Modelling of Software-Intensive Systems, 2021

Evaluating recommender systems in feature model configuration.
Proceedings of the SPLC '21: 25th ACM International Systems and Software Product Line Conference, 2021

Constraint-Aware Recommendation of Complex Items (Long paper).
Proceedings of the Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

Do Users Appreciate Explanations of Recommendations? An Analysis in the Movie Domain.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

The Immunity of Users' Item Selection from Serial Position Effects in Multi-Attribute Item Recommendation Scenarios.
Proceedings of the 8th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'21).
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

DIRECTDEBUG: Automated Testing and Debugging of Feature Models.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results, 2021

A Knowledge-based Configurator for Building Magic: The Gathering Card Decks.
Proceedings of the 23rd International Configuration Workshop (CWS/ConfWS 2021), 2021

Predicting Answers in Preference Elicitation Dialogs.
Proceedings of the 23rd International Configuration Workshop (CWS/ConfWS 2021), 2021

Counteracting Exam Cheating by Leveraging Configuration and Recommendation Techniques.
Proceedings of the 23rd International Configuration Workshop (CWS/ConfWS 2021), 2021

Configuring Multiple Instances with Multi-Configuration.
Proceedings of the 23rd International Configuration Workshop (CWS/ConfWS 2021), 2021

2020
Knowledge-based Configuration.
J. Univers. Comput. Sci., 2020

Recommender systems for IoT enabled quantified-self applications.
Evol. Syst., 2020

Group Recommender User Interfaces for Improving Requirements Prioritization.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

Interfaces and Human Decision Making for Recommender Systems.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

A Laddering Approach to Explore the Motivations of Taking Computer Advice for Supply Networks Formation.
Proceedings of the 24th Pacific Asia Conference on Information Systems, 2020

A Parallelized Variant of Junker's QuickXPlain Algorithm.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

A Conversion of Feature Models into an Executable Representation in Microsoft Excel.
Proceedings of the Intelligent Systems in Industrial Applications, 2020

ConMerge - Arbitration of Constraint-Based Knowledge Bases.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

KNOWLEDGECHECKR: Intelligent Techniques for Counteracting Forgetting.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Intelligent Recommendation & Decision Technologies for Community-Driven Requirements Engineering.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
An overview of recommender systems in the internet of things.
J. Intell. Inf. Syst., 2019

Towards Issue Recommendation for Open Source Communities.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

User Interfaces for Counteracting Decision Manipulation in Group Recommender Systems.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Towards Social Choice-based Explanations in Group Recommender Systems.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Socially-Aware Diagnosis for Constraint-Based Recommendation.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Matrix factorization based heuristics for constraint-based recommenders.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

RecSys '19 joint workshop on interfaces and human decision making for recommender systems.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Learned Constraint Ordering for Consistency Based Direct Diagnosis.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

Towards Similarity-Aware Constraint-Based Recommendation.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

New Approaches to the Identification of Dependencies between Requirements.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Socio-Technical Design and Value Orientation.
Proceedings of the 49. Jahrestagung der Gesellschaft für Informatik, 50 Jahre Gesellschaft für Informatik, 2019

Decision Biases in Preference Acquisition.
Proceedings of the 21st Configuration Workshop, Hamburg, Germany, September 19-20, 2019., 2019

Consistency-based Merging of Variability Models.
Proceedings of the 21st Configuration Workshop, Hamburg, Germany, September 19-20, 2019., 2019

2018
An overview of recommender systems in the healthy food domain.
J. Intell. Inf. Syst., 2018

Anytime diagnosis for reconfiguration.
J. Intell. Inf. Syst., 2018

Consistency Management Techniques for Variability Modelling.
Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2018

Automated Identification of Type-Specific Dependencies between Requirements.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Investigating Serial Position Effects in Sequential Group Decision Making.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Polarization Effects in Group Decisions.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

Using a feature model configurator for release planning.
Proceedings of the Proceeedings of the 22nd International Systems and Software Product Line Conference, 2018

Recsys'18 joint workshop on interfaces and human decision making for recommender systems.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Towards Utility-Based Prioritization of Requirements in Open Source Environments.
Proceedings of the 26th IEEE International Requirements Engineering Conference, 2018

LearnDiag: A Direct Diagnosis Algorithm Based On Learned Heuristics.
Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

Reconciling Practice and Rigour in Ontology-Based Heterogeneous Information Systems Construction.
Proceedings of the Practice of Enterprise Modeling - 11th IFIP WG 8.1. Working Conference, PoEM 2018, Vienna, Austria, October 31, 2018

Recommender Systems for IoT Enabled m-Health Applications.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

Lazy Conflict Detection with Genetic Algorithms.
Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Socially-Aware Recommendation for Over-Constrained Problems.
Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Needs and challenges for a platform to support large-scale requirements engineering: a multiple-case study.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018

Development of a Protocol for Automated Glucose Measurement Transmission Used in Clinical Decision Support Systems Based on the Continua Design Guidelines.
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

Towards Knowledge Infrastructure for Highly Variant Voltage Transmission Systems.
Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018., 2018

Generating Configuration Models from Requirements to Assist in Product Management - Dependency Engine and its Performance Assessment.
Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018., 2018

Cost Benefit Analysis in Product Configuration Systems (short paper).
Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018., 2018

Group Decision Support for Requirements Management Processes.
Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018., 2018

Configuring Release Plans.
Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018., 2018

Liquid Democracy in Group-based Configuration.
Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018., 2018

Group Recommendations.
Proceedings of the Collaborative Recommendations, 2018

2017
Constraint-based and SAT-based diagnosis of automotive configuration problems.
J. Intell. Inf. Syst., 2017

Human computation for constraint-based recommenders.
J. Intell. Inf. Syst., 2017

An introduction to personalization and mass customization.
J. Intell. Inf. Syst., 2017

Automated Learning Content Generation from Knowledge Bases in the STUDYBATTLES Environment.
Int. J. Softw. Eng. Knowl. Eng., 2017

Beyond Item Recommendation: Using Recommendations to Stimulate Knowledge Sharing in Group Decisions.
Proceedings of the Social Informatics, 2017

Knowledge-based Learning Content Generation in the STUDYBATTLES Environment.
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

RecSys'17 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

An Analysis of Group Recommendation Heuristics for High- and Low-Involvement Items.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

Cluster-Specific Heuristics for Constraint Solving.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

Recommendation Technologies for IoT Edge Devices.
Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017

2016
Recommender Systems for Health Informatics: State-of-the-Art and Future Perspectives.
Proceedings of the Machine Learning for Health Informatics, 2016

Introduction to the Special Issue on Human Interaction with Artificial Advice Givers.
ACM Trans. Interact. Intell. Syst., 2016

RecSys'16 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Application of Constraint-based Technologies in Financial Services Recommendation (invited talk).
Proceedings of the 2nd International Workshop on Personalization & Recommender Systems in Financial Services, 2016

2015
Human Decision Making and Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

Constraint-Based Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

On the Importance of Subtext in Recommender Systems.
i-com, 2015

Towards Understanding Cognitive Aspects of Configuration Knowledge Formalization.
Proceedings of the Ninth International Workshop on Variability Modelling of Software-intensive Systems, 2015

Intelligent Techniques for Configuration Knowledge Evolution.
Proceedings of the Ninth International Workshop on Variability Modelling of Software-intensive Systems, 2015

Counteracting Anchoring Effects in Group Decision Making.
Proceedings of the User Modeling, Adaptation and Personalization, 2015

A Wiki-based Environment for Constraint-based Recommender Systems Applied in the E-Government Domain.
Proceedings of the Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015), Dublin, Ireland, June 29, 2015

Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (#IntRS).
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Fostering Knowledge Exchange Using Group Recommendations.
Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2015

Counteracting Serial Position Effects in the CHOICLA Group Decision Support Environment.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Conflict Management for Constraint-based Recommendation.
Proceedings of the IJCAI 2015 Joint Workshop on Constraints and Preferences for Configuration and Recommendation and Intelligent Techniques for Web Personalization co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 2015

iCone: Intelligent Environment for the Development and Maintenance of Configuration Knowledge Bases.
Proceedings of the IJCAI 2015 Joint Workshop on Constraints and Preferences for Configuration and Recommendation and Intelligent Techniques for Web Personalization co-located with the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 2015

Conflict Management in Interactive Financial Service Selection.
Proceedings of the 1st International Workshop on Personalization & Recommender Systems in Financial Services, 2015

Human Computation Based Acquisition of Financial Service Advisory Practices.
Proceedings of the 1st International Workshop on Personalization & Recommender Systems in Financial Services, 2015

Inverse QuickXplain vs. MaxSAT - a comparison in theory and practice.
Proceedings of the 17th International Configuration Workshop, 2015

Maintaining constraint-based systems: challenges ahead.
Proceedings of the 17th International Configuration Workshop, 2015

Intelligent supporting techniques for the maintenance of constraint-based configuration systems.
Proceedings of the 17th International Configuration Workshop, 2015

FlexDiag: anytime diagnosis for reconfiguration.
Proceedings of the 17th International Configuration Workshop, 2015

Learning games for configuration and diagnosis tasks.
Proceedings of the 17th International Configuration Workshop, 2015

2014
Disseminating Ambient Assisted Living in Rural Areas.
Sensors, 2014

RecSys'14 joint workshop on interfaces and human decision making for recommender systems.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Content-based recommendation techniques for requirements engineering.
Proceedings of the IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering, 2014

What stakeholders need to know about requirements.
Proceedings of the 4th IEEE International Workshop on Empirical Requirements Engineering, 2014

INTELLIREQ: Intelligent Techniques for Software Requirements Engineering.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Choicla: An Intelligent Group Decision Support Environment.
Proceedings of the First International Workshop on Decision Making and Recommender Systems (DMRS2014), 2014

Biases in Decision Making.
Proceedings of the First International Workshop on Decision Making and Recommender Systems (DMRS2014), 2014

Sales Configurator Information Systems Design Theory.
Proceedings of the 16th International Configuration Workshop, 2014

Configuring Decision Tasks.
Proceedings of the 16th International Configuration Workshop, 2014

Using Answer Set Programming for Feature Model Representation and Configuration.
Proceedings of the 16th International Configuration Workshop, 2014

Towards Open Configuration.
Proceedings of the 16th International Configuration Workshop, 2014

Basic Approaches in Recommendation Systems.
Proceedings of the Recommendation Systems in Software Engineering, 2014

2013
Human Decision Making and Recommender Systems.
ACM Trans. Interact. Intell. Syst., 2013

Intelligent engineering techniques for knowledge bases.
AI Commun., 2013

Automated repair of scoring rules in constraint-based recommender systems.
AI Commun., 2013

ReComment: towards critiquing-based recommendation with speech interaction.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Workshop on human decision making in recommender systems: decisions@RecSys'13.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Personalized Diagnosis for Over-Constrained Problems.
Proceedings of the IJCAI 2013, 2013

Automated Analysis in Feature Modelling and Product Configuration.
Proceedings of the Safe and Secure Software Reuse, 2013

Recommender Systems for Configuration Knowledge Engineering.
Proceedings of the 15th International Configuration Workshop, 2013

Towards Anomaly Explanation in Feature Models.
Proceedings of the 15th International Configuration Workshop, 2013

An Overview of Recommender Systems in Requirements Engineering.
Proceedings of the Managing Requirements Knowledge., 2013

2012
Minimization of decoy effects in recommender result sets.
Web Intell. Agent Syst., 2012

Preface to the special issue on user interfaces for recommender systems.
User Model. User Adapt. Interact., 2012

An efficient diagnosis algorithm for inconsistent constraint sets.
Artif. Intell. Eng. Des. Anal. Manuf., 2012

Improving the Performance of Unit Critiquing.
Proceedings of the User Modeling, Adaptation, and Personalization, 2012

RecSys'12 workshop on human decision making in recommender systems.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Eliciting Stakeholder Preferences for Requirements Prioritization.
Proceedings of the 2nd Workshop on Human Decision Making in Recommender Systems, 2012

Towards Persuasive Technology for Software Development Environments: An Empirical Study.
Proceedings of the Persuasive Technology. Design for Health and Safety, 2012

Anonymous Preference Elicitation for Requirements Prioritization.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Resolving Anomalies in Configuration Knowledge Bases.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Group recommendation algorithms for requirements prioritization.
Proceedings of the Third International Workshop on Recommendation Systems for Software Engineering, 2012

Reducing the Entry Threshold of AAL Systems: Preliminary Results from Casa Vecchia.
Proceedings of the Computers Helping People with Special Needs, 2012

2011
Developing Constraint-based Recommenders.
Proceedings of the Recommender Systems Handbook, 2011

Consumer decision making in knowledge-based recommendation.
J. Intell. Inf. Syst., 2011

Bfx: Diagnosing Conflicting Requirements in Constraint-Based Recommendation.
Int. J. Artif. Intell. Tools, 2011

Recommendation Technologies for Configurable Products.
AI Mag., 2011

Recommender Systems: An Overview.
AI Mag., 2011

Special Issue: Configuration.
Artif. Intell. Eng. Des. Anal. Manuf., 2011

Personalized diagnoses for inconsistent user requirements.
Artif. Intell. Eng. Des. Anal. Manuf., 2011

Evaluating Design Alternatives for Feature Recommendations in Configuration Systems.
Proceedings of the 13th IEEE Conference on Commerce and Enterprise Computing, 2011

Group Decision Support for Requirements Negotiation.
Proceedings of the Advances in User Modeling, 2011

RecSys'11 workshop on human decision making in recommender systems.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Status Quo Bias in Configuration Systems.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

ReAction: Personalized Minimal Repair Adaptations for Customer Requests.
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011

2010
Impacts of Decoy Effects on the Decision Making Ability.
Proceedings of the 12th IEEE Conference on Commerce and Enterprise Computing, 2010

Diagnosing Inconsistent Requirements Preferences in Distributed Software Projects.
Proceedings of the Software Engineering 2010, 2010

Personalized Product Configuration.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2010

Personalized user interfaces for product configuration.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

FastXplain: Conflict Detection for Constraint-Based Recommendation Problems.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Adaptive Utility-Based Recommendation.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Empirical Knowledge Engineering: Cognitive Aspects in the Development of Constraint-Based Recommenders.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Recommendation and decision technologies for requirements engineering.
Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering, 2010

Intelligent Debugging of Utility Constraints in Configuration Knowledge Bases.
Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

Efficient Explanations for Inconsistent Constraint Sets.
Proceedings of the ECAI 2010, 2010

Recommender Systems - An Introduction.
Cambridge University Press, ISBN: 978-0-521-49336-9, 2010

2009
Impacts of decoy elements on result set evaluations in knowledge-based recommendation.
Int. J. Adv. Intell. Paradigms, 2009

Automated debugging of recommender user interface descriptions.
Appl. Intell., 2009

Der Asymmetrische Dominanzeffekt und seine Bedeutung für E-Tourismus-Plattformen.
Proceedings of the Business Services: Konzepte, 2009

Asymmetric Dominance- and Compromise Effects in the Financial Services Domain.
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Minimization of Product Utility Estimation Errors in Recommender Result Set Evaluations.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Plausible Repairs for Inconsistent Requirements.
Proceedings of the IJCAI 2009, 2009

Calculating Decoy Items in Utility-Based Recommendation.
Proceedings of the Next-Generation Applied Intelligence, 2009

Utility-Based Repair of Inconsistent Requirements.
Proceedings of the Next-Generation Applied Intelligence, 2009

Consumer Decision Making in Knowledge-Based Recommendation.
Proceedings of the Active Media Technology, 5th International Conference, 2009

2008
User Acceptance of Knowledge-based Recommenders.
Proceedings of the Personalization Techniques and Recommender Systems, 2008

Persuasion in Knowledge-Based Recommendation.
Proceedings of the Persuasive Technology, Third International Conference, 2008

Intelligent debugging and repair of utility constraint sets in knowledge-based recommender applications.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Constraint-based recommender systems: technologies and research issues.
Proceedings of the 10th International Conference on Electronic Commerce 2008, 2008

2007
Standardized Configuration Knowledge Representations as Technological Foundation for Mass Customization.
IEEE Trans. Engineering Management, 2007

Knowledge representations for the interactive selling of financial services.
Inf. Syst. E Bus. Manag., 2007

Reducing development and maintenance efforts for web-based recommender applications.
Int. J. Web Eng. Technol., 2007

Knowledge-Based Recommender Technologies for Marketing and Sales.
Int. J. Pattern Recognit. Artif. Intell., 2007

Guest Editors' Introduction: Recommender Systems.
IEEE Intell. Syst., 2007

Persuasive Recommendation: Serial Position Effects in Knowledge-Based Recommender Systems.
Proceedings of the Persuasive Technology, 2007

The VITA Financial Services Sales Support Environment.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
An Integrated Environment for the Development of Knowledge-Based Recommender Applications.
Int. J. Electron. Commer., 2006

An Empirical Study on Consumer Behavior in the Interaction with Knowledge-based Recommender Applications.
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

Debugging user interface descriptions of knowledge-based recommender applications.
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006

Diagnosing Faulty Transitions in Recommender User Interface Descriptions.
Proceedings of the Advances in Applied Artificial Intelligence, 2006

Knowledge-Based Recommendation: Technologies and Experiences from Projects.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2005
Koba4MS: Selling Complex Products and Services Using Knowledge-Based Recommender Technologies.
Proceedings of the 7th IEEE International Conference on E-Commerce Technology (CEC 2005), 2005

AI Technologies Supporting Effective Development Processes for Knowledge-based Recommender Applications.
Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

Knowledge-based Interactive Selling of Financial Services with FSAdvisor.
Proceedings of the Proceedings, 2005

2004
Consistency-based diagnosis of configuration knowledge bases.
Artif. Intell., 2004

Effort Estimation for Knowledge-based Configuration Systems.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

Toolkits Supporting Open Innovation in E-Government.
Proceedings of the ICEIS 2004, 2004

2003
A Framework for the Development of Personalized, Distributed Web-Based Configuration Systems.
AI Mag., 2003

Configuration knowledge representations for Semantic Web applications.
Artif. Intell. Eng. Des. Anal. Manuf., 2003

Developing Constraint-Based Applications with Spreadsheets.
Proceedings of the Developments in Applied Artificial Intelligence, 2003

Transforming UML Domain Descriptions into Configuration Knowledge Bases.
Proceedings of the Knowledge Transformation for the Semantic Web, 2003

2002
Configuration Knowledge Representation Using UML/OCL.
Proceedings of the UML 2002 - The Unified Modeling Language, 5th International Conference, Dresden, Germany, September 30, 2002

Semantic Configuration Web Services in the CAWICOMS Project.
Proceedings of the Semantic Web, 2002

UML as knowledge acquisition frontend for Semantic Web configuration knowledge bases.
Proceedings of the RuleML 2002, 2002

Knowledge Acquisition for Building and Integrating Product Configurators.
Proceedings of the Collaborative Business Ecosystems and Virtual Enterprises, 2002

Acquiring Configuration Knowledge Bases in the Semantic Web Using UML.
Proceedings of the Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, 2002

A Framework for Rapid Development of Advanced Web-based Configurator Applications.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Personalising On-Line Configuration of Products and Services.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Web-Based Configuration of Virtual Private Networks with Multiple Suppliers.
Proceedings of the Artificial Intelligence in Design '02, 2002

2001
Conceptual modeling for configuration of mass-customizable products.
Artif. Intell. Eng., 2001

Intelligent Interfaces for Distributed Web-Based Product and Service Configuration.
Proceedings of the Web Intelligence: Research and Development, 2001

Web-based Commerce of Complex Products and Services with Multiple Suppliers.
Proceedings of the KI-2001 Workshop AI in Planning, 2001

Towards Distributed Configuration.
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001

Hierarchical Diagnosis of Large Configurator Knowledge Bases.
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001

Intelligent Support for Interactive Configuration of Mass-Customized Products.
Proceedings of the Engineering of Intelligent Systems, 2001

Distributed Configuration as Distributed Dynamic Constraint Satisfaction.
Proceedings of the Engineering of Intelligent Systems, 2001

2000
Uml as Domain Specific Language for the Construction of Knowledge-Based Configuration Systems.
Int. J. Softw. Eng. Knowl. Eng., 2000

Contextual Diagrams as Structuring Mechanisms for Designing Configuration Knowledge Bases in UML.
Proceedings of the «UML» 2000, 2000

A Framework for the Development of Cooperative Configuration Agents.
Proceedings of the Intelligent Problem Solving, 2000

Cooperating Configuration Agents Supporting Supply Chain Integration of Customizable Products.
Proceedings of the 4th International Conference on Multi-Agent Systems, 2000

Integrating Knowledge-Based Configuration Systems by Sharing Functional Architectures.
Proceedings of the Knowledge Acquisition, 2000

Diagrammatic Acquisition of Functional Knowledge for Product Configuration Systems with the Unified Modeling Language.
Proceedings of the Theory and Application of Diagrams, First International Conference, 2000

An Integrated Development Environment for The Design And Maintenance of Large Configuration Knowledge Bases.
Proceedings of the Artificial Intelligence in Design '00, 2000

1999
Knowledge Acquisition for Configuration Systems: UML as a link between AI and Software Engineering.
Proceedings of the Proceedings PuK 99, 1999


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