| 1 |
Recommender Systems: An Introduction |
2831 |
2010 |
| 2 |
Constraint-based recommender systems: technologies and research issues |
491 |
2008 |
| 3 |
Recommender systems: An overview |
443 |
2011 |
| 4 |
Recommender systems in the healthcare domain: state-of-the-art and research issues |
409 |
2021 |
| 5 |
Group recommender systems |
350 |
2024 |
| 6 |
Knowledge-based configuration: From research to business cases |
347 |
2014 |
| 7 |
Consistency-based diagnosis of configuration knowledge bases |
345 |
2004 |
| 8 |
An overview of recommender systems in the healthy food domain |
279 |
2018 |
| 9 |
An integrated environment for the development of knowledge-based recommender applications |
276 |
2006 |
| 10 |
UML as domain specific language for the construction of knowledge-based configuration systems |
247 |
2000 |
| 11 |
An efficient diagnosis algorithm for inconsistent constraint sets |
234 |
2012 |
| 12 |
Conceptual modeling for configuration of mass-customizable products |
233 |
2001 |
| 13 |
A framework for the development of personalized, distributed web-based configuration systems |
177 |
2003 |
| 14 |
Recommender systems for health informatics: state-of-the-art and future perspectives |
175 |
2016 |
| 15 |
Human decision making and recommender systems |
160 |
2013 |
| 16 |
Learning and adaptivity in interactive recommender systems |
158 |
2007 |
| 17 |
Human decision making and recommender systems |
153 |
2015 |
| 18 |
An introduction to personalization and mass customization |
145 |
2017 |
| 19 |
Basic approaches in recommendation systems |
129 |
2013 |
| 20 |
Developing constraint-based recommenders |
129 |
2010 |
| 21 |
Guest editors' introduction: Recommender systems |
128 |
2007 |
| 22 |
The VITA financial services sales support environment |
128 |
2007 |
| 23 |
Consumer decision making in knowledge-based recommendation |
127 |
2011 |
| 24 |
Constraint-based recommender systems |
125 |
2015 |
| 25 |
An overview of recommender systems in the internet of things |
118 |
2019 |
| 26 |
Toward the next generation of recommender systems: applications and research challenges |
117 |
2013 |
| 27 |
A short survey of recommendation technologies in travel and tourism |
105 |
2007 |
| 28 |
Configuration knowledge representations for Semantic Web applications |
105 |
2003 |
| 29 |
LLM-generated explanations for recommender systems |
103 |
2024 |
| 30 |
Recommendation technologies for configurable products |
103 |
2011 |
| 31 |
Plausible repairs for inconsistent requirements |
100 |
2009 |
| 32 |
An empirical study on consumer behavior in the interaction with knowledge-based recommender applications |
99 |
2006 |
| 33 |
Persuasive recommendation: serial position effects in knowledge-based recommender systems |
96 |
2007 |
| 34 |
Standardized configuration knowledge representations as technological foundation for mass customization |
96 |
2007 |
| 35 |
Psychology-informed recommender systems |
95 |
2021 |
| 36 |
Automated analysis in feature modelling and product configuration |
91 |
2013 |
| 37 |
Knowledge-based interactive selling of financial services with FSAdvisor |
83 |
2005 |
| 38 |
Configuration knowledge representation and reasoning |
79 |
2014 |
| 39 |
Knowledge-based recommender technologies for marketing and sales |
79 |
2007 |
| 40 |
Group decision support for requirements negotiation |
76 |
2011 |
| 41 |
Recommender Systems for Sustainability: Overview and Research Issues |
73 |
2024 |
| 42 |
An overview of machine learning techniques in constraint solving |
70 |
2022 |
| 43 |
Conceptual modeling for configuration of mass-customizable products |
66 |
2001 |
| 44 |
Configuration knowledge representation using uml/ocl |
66 |
2002 |
| 45 |
Towards recommending configurable offerings |
65 |
2010 |
| 46 |
Recomment: Towards critiquing-based recommendation with speech interaction |
64 |
2013 |
| 47 |
Towards Anomaly Explanation in Feature Models |
63 |
2013 |
| 48 |
Persuasion in knowledge-based recommendation |
62 |
2008 |
| 49 |
An overview of consensus models for group decision-making and group recommender systems: TNT Tran et al |
61 |
2024 |
| 50 |
Leveraging llms for the quality assurance of software requirements |
60 |
2024 |
| 51 |
Evaluating Group Recommender Systems |
59 |
2018 |
| 52 |
Knowledge-based recommender systems: overview and research directions |
59 |
2024 |
| 53 |
Recommendation and decision technologies for requirements engineering |
59 |
2010 |
| 54 |
An introduction to recommender systems |
56 |
2011 |
| 55 |
An overview of recommender systems in requirements engineering |
56 |
2013 |
| 56 |
Recommender systems for IoT enabled m-health applications |
54 |
2018 |
| 57 |
FLAMA: A collaborative effort to build a new framework for the automated analysis of feature models |
52 |
2023 |
| 58 |
INTELLIREQ: Intelligent Techniques for Software Requirements Engineering |
52 |
2014 |
| 59 |
Humanized recommender systems: State-of-the-art and research issues |
50 |
2021 |
| 60 |
Towards psychology-aware preference construction in recommender systems: Overview and research issues |
50 |
2021 |
| 61 |
WeCoTinâA practical logic-based sales configurator |
49 |
2013 |
| 62 |
Counteracting serial position effects in the choicla group decision support environment |
48 |
2015 |
| 63 |
Counteracting anchoring effects in group decision making |
47 |
2015 |
| 64 |
Anytime diagnosis for reconfiguration |
46 |
2018 |
| 65 |
Koba4MS: Selling complex products and services using knowledge-based recommender technologies |
46 |
2005 |
| 66 |
Recommender systems: an introduction |
45 |
2010 |
| 67 |
Towards social choice-based explanations in group recommender systems |
43 |
2019 |
| 68 |
Semantic configuration web services in the cawicoms project |
42 |
2002 |
| 69 |
Debugging user interface descriptions of knowledge-based recommender applications |
39 |
2006 |
| 70 |
Personalized Diagnosis for Over-Constrained Problems |
39 |
2013 |
| 71 |
Personalized user interfaces for product configuration |
38 |
2010 |
| 72 |
Sports recommender systems: overview and research directions |
37 |
2024 |
| 73 |
Automated debugging of recommender user interface descriptions |
36 |
2009 |
| 74 |
Personalising on-line configuration of products and services |
36 |
2002 |
| 75 |
An overview of video recommender systems: state-of-the-art and research issues |
35 |
2023 |
| 76 |
Feature Models: AI-Driven Design, Analysis and Applications |
34 |
2024 |
| 77 |
Contextual diagrams as structuring mechanisms for designing configuration knowledge bases in UML |
33 |
2000 |
| 78 |
Towards distributed configuration |
33 |
2001 |
| 79 |
Needs and challenges for a platform to support large-scale requirements engineering: A multiple-case study |
32 |
2018 |
| 80 |
An overview of recommender systems and machine learning in feature modeling and configuration |
31 |
2021 |
| 81 |
New approaches to the identification of dependencies between requirements |
31 |
2019 |
| 82 |
Recommendation technologies for IoT edge devices |
31 |
2017 |
| 83 |
Automated identification of type-specific dependencies between requirements |
30 |
2018 |
| 84 |
Generating product configuration knowledge bases from precise domain extended UML models |
30 |
2000 |
| 85 |
Recommender systems for IoT enabled quantified-self applications |
30 |
2020 |
| 86 |
Biases in Decision Making |
29 |
2014 |
| 87 |
Intelligent debugging and repair of utility constraint sets in knowledge-based recommender applications |
29 |
2008 |
| 88 |
Intelligent interfaces for distributed web-based product and service configuration |
29 |
2001 |
| 89 |
Minimization of decoy effects in recommender result sets |
29 |
2012 |
| 90 |
Introduction to the special issue on human interaction with artificial advice givers |
28 |
2016 |
| 91 |
Utility-based repair of inconsistent requirements |
28 |
2009 |
| 92 |
Recommender systems for configuration knowledge engineering |
27 |
2021 |
| 93 |
Corediag: Eliminating redundancy in constraint sets |
25 |
2021 |
| 94 |
Disseminating ambient assisted living in rural areas |
25 |
2014 |
| 95 |
Group recommendation algorithms for requirements prioritization |
25 |
2012 |
| 96 |
Improving the performance of unit critiquing |
25 |
2012 |
| 97 |
Towards group-based configuration |
25 |
2016 |
| 98 |
DirectDebug: Automated testing and debugging of feature models |
24 |
2021 |
| 99 |
A dominance model for the calculation of decoy products in recommendation environments |
23 |
2008 |
| 100 |
Challenges of knowledge evolution in practice |
23 |
2013 |
| 101 |
Human computation for constraint-based recommenders |
23 |
2017 |
| 102 |
User interfaces for configuration environments |
23 |
2014 |
| 103 |
Using Answer Set Programming for Feature Model Representation and Configuration |
23 |
2014 |
| 104 |
What stakeholders need to know about requirements |
23 |
2014 |
| 105 |
A framework for rapid development of advanced web-based configurator applications |
22 |
2002 |
| 106 |
A short history of configuration technologies |
22 |
2014 |
| 107 |
Constraint-based and SAT-based diagnosis of automotive configuration problems |
22 |
2017 |
| 108 |
Intelligent support for interactive configuration of mass-customized products |
22 |
2001 |
| 109 |
Introduction to the IEEE intelligent systems special issue: recommender systems |
22 |
2007 |
| 110 |
OpenReq: Recommender systems in requirements engineering |
22 |
2017 |
| 111 |
Reducing the Entry Threshold of AAL Systems: Preliminary Results from Casa Vecchia |
22 |
2012 |
| 112 |
Individual and group decision making and recommender systems |
21 |
2022 |
| 113 |
User needs for explanations of recommendations: In-depth analyses of the role of item domain and personal characteristics |
21 |
2023 |
| 114 |
FASTDIAGP: An algorithm for parallelized direct diagnosis |
20 |
2023 |
| 115 |
Hierarchical diagnosis of large configurator knowledge bases |
20 |
2001 |
| 116 |
Matrix factorization based heuristics for constraint-based recommenders |
20 |
2019 |
| 117 |
Minimization of product utility estimation errors in recommender result set evaluations |
20 |
2009 |
| 118 |
Status quo bias in configuration systems |
20 |
2011 |
| 119 |
An analysis of group recommendation heuristics for high-and low-involvement items |
19 |
2017 |
| 120 |
Conflict detection and diagnosis in configuration |
19 |
2014 |
| 121 |
Content-based recommendation techniques for requirements engineering |
19 |
2014 |
| 122 |
Impacts of decoy elements on result set evaluations in knowledge-based recommendation |
19 |
2009 |
| 123 |
Towards configuration technologies for IoT gateways |
19 |
2016 |
| 124 |
Calculating decoy items in utility-based recommendation |
18 |
2009 |
| 125 |
Choicla: Intelligent decision support for groups of users in the context of personnel decisions |
18 |
2014 |
| 126 |
Developing constraint-based applications with spreadsheets |
18 |
2003 |
| 127 |
Knowledge-based recommendation: technologies and experiences from projects |
18 |
2006 |
| 128 |
Automated repair of scoring rules in constraint-based recommender systems |
17 |
2013 |
| 129 |
Effort Estimation for Knowledge-based Configuration Systems |
17 |
2004 |
| 130 |
Towards persuasive technology for software development environments: an empirical study |
17 |
2012 |
| 131 |
A diagnosis algorithm for inconsistent constraint sets |
16 |
2010 |
| 132 |
ASP-based knowledge representations for IoT configuration scenarios |
16 |
2017 |
| 133 |
Intelligent techniques for configuration knowledge evolution |
16 |
2015 |
| 134 |
Preface to the special issue on user interfaces for recommender systems |
16 |
2012 |
| 135 |
Recturk: Constraint-based recommendation based on human computation |
16 |
2014 |
| 136 |
AI techniques for software requirements prioritization |
15 |
2021 |
| 137 |
A Wiki-based Environment for Constraint-based Recommender Systems Applied in the E-Government Domain |
15 |
2015 |
| 138 |
Empirical knowledge engineering: Cognitive aspects in the development of constraint-based recommenders |
15 |
2010 |
| 139 |
Explaining machine learning predictions of decision support systems in healthcare |
15 |
2022 |
| 140 |
Fastxplain: Conflict detection for constraint-based recommendation problems |
15 |
2010 |
| 141 |
Group recommender user interfaces for improving requirements prioritization |
15 |
2020 |
| 142 |
Less is more: towards sustainability-aware persuasive explanations in recommender systems |
15 |
2024 |
| 143 |
Reconciling practice and rigour in ontology-based heterogeneous information systems construction |
15 |
2018 |
| 144 |
Towards Open Configuration |
15 |
2014 |
| 145 |
æ
å ±æ¨è¦ã·ã¹ãã å
¥é: çè«ã¨å®è·µ |
14 |
2012 |
| 146 |
Asymmetric dominance-and compromise effects in the financial services domain |
14 |
2009 |
| 147 |
Explanations for over-constrained problems using QuickXPlain with speculative executions |
14 |
2021 |
| 148 |
Exploiting structural abstractions for consistency based diagnosis of large configurator knowledge bases |
14 |
2000 |
| 149 |
Testing knowledge-based recommender applications |
14 |
2005 |
| 150 |
A fully open-source approach to intelligent edge computing: Agileâs lesson |
13 |
2021 |
| 151 |
Benefits of configuration systems |
13 |
2014 |
| 152 |
Beyond item recommendation: using recommendations to stimulate knowledge sharing in group decisions |
13 |
2017 |
| 153 |
Decoy effects in financial service e-sales systems |
13 |
2011 |
| 154 |
Investigating serial position effects in sequential group decision making |
13 |
2018 |
| 155 |
Personalized configuration |
13 |
2014 |
| 156 |
Polarization effects in group decisions |
13 |
2018 |
| 157 |
Scalable exploration of relevance prospects to support decision making |
13 |
2017 |
| 158 |
Web-based configuration of virtual private networks with multiple suppliers |
13 |
2002 |
| 159 |
A joint foundation for configuration in the semantic web |
12 |
2002 |
| 160 |
Diagrammatic acquisition of functional knowledge for product configuration systems with the unified modeling language |
12 |
2000 |
| 161 |
Do users appreciate explanations of recommendations? An analysis in the movie domain |
12 |
2021 |
| 162 |
Knowledge representations for the interactive selling of financial services: A. Felfernig et al |
12 |
2007 |
| 163 |
Personalized diagnoses for inconsistent user requirements |
12 |
2011 |
| 164 |
Reducing development and maintenance efforts for web-based recommender applications |
12 |
2007 |
| 165 |
Towards similarity-aware constraint-based recommendation |
12 |
2019 |
| 166 |
Towards understanding cognitive aspects of configuration knowledge formalization |
12 |
2015 |
| 167 |
User interfaces for counteracting decision manipulation in group recommender systems |
12 |
2019 |
| 168 |
Towards utility-based prioritization of requirements in open source environments |
11 |
2018 |
| 169 |
Applying function point analysis to effort estimation in configurator development |
10 |
2004 |
| 170 |
Boosting Health? Examining the Role of Nutrition Labels and Preference Elicitation Methods in Food Recommendation |
10 |
2022 |
| 171 |
Consistency-based integration of multi-stakeholder recommender systems with feature model configuration |
10 |
2022 |
| 172 |
Distributed configuration as distributed dynamic constraint satisfaction |
10 |
2001 |
| 173 |
Exploiting Large Language Models for the Automated Generation of Constraint Satisfaction Problems |
10 |
2024 |
| 174 |
On classification and modeling issues in distributed model-based diagnosis |
10 |
2013 |
| 175 |
Towards group decision support with LLM-based meeting analysis |
10 |
2025 |
| 176 |
UML as knowledge acquisition frontend for Semantic Web configuration knowledge bases |
10 |
2002 |
| 177 |
Configuring Decision Tasks |
9 |
2014 |
| 178 |
Customizing events with EventHelpR |
9 |
2018 |
| 179 |
Employing nudge theory and persuasive principles with explainable ai in clinical decision support |
9 |
2023 |
| 180 |
Evaluating recommender systems in feature model configuration |
9 |
2021 |
| 181 |
KnowledgeCheckR: intelligent techniques for counteracting forgetting |
9 |
2020 |
| 182 |
Measuring emotions: towards rapid and low cost methodologies |
9 |
2011 |
| 183 |
The 2012 plasma roadmap |
9 |
2012 |
| 184 |
Transforming UML domain descriptions into configuration knowledge bases for the semantic web |
9 |
2002 |