Regret-based optimal recommendation sets in conversational recommender systems
[PDF] from aau.dk
P Viappiani... - Proceedings of the third ACM conference on ..., 2009 - dl.acm.org
Abstract Current conversational recommender systems are unable to offer guarantees on
the quality of their recommendations due to a lack of principled user utility models. We
develop an approach to recommender systems that incorporates an explicit utility model ...
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[PDF] Two Preferences Based Conversational Recommender Systems
[PDF] from zivny.cz
W Trabelsi, N Wilson... - ... Conference on Principles and Practice of ..., 2010 - zivny.cz
In an era of overwhelming choice, recommender systems are a new source of assistance,
helping their users to decide which goods, services or information to purchase or consume
[1]. These systems infer user preferences from data gathered either explicitly, eg, product ...
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Exploiting a Map-Based Interface in Conversational Recommender Systems for Mobile Travelers
[PDF] from unibz.it
F Ricci, QN Nguyen... - Tourism Informatics: Visual ..., 2010 - igi-global.com
ABSTRACT Nowadays travel and tourism Web sites store and offer a large volume of travel
related information and services. Furthermore, this huge amount of information can be easily
accessed using mobile devices, such as a phone with mobile Internet connection ...
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Introduction to recommender systems handbook
[PDF] from unibz.it
F Ricci, L Rokach... - Recommender Systems Handbook, 2011 - Springer
Page 1. Chapter 1 Introduction to Recommender Systems Handbook Francesco Ricci, Lior
Rokach and Bracha Shapira Abstract Recommender Systems (RSs) are software tools and
techniques providing suggestions for items to be of use to a user. ...
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Improving recommender systems with adaptive conversational strategies
[PDF] from unibz.it
T Mahmood... - Proceedings of the 20th ACM conference on ..., 2009 - dl.acm.org
... Francesco Ricci Free University of Bozen-Bolzano Bolzano, Italy fricci@unibz.it ABSTRACT
Conversational recommender systems (CRSs) assist online users in their information-seeking
and decision making tasks by supporting an interactive process. ...
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Case-studies on exploiting explicit customer requirements in recommender systems
[PDF] from psu.edu
M Zanker... - User Modeling and User-Adapted ..., 2009 - Springer
... This strategy is typically followed by conversational recommender systems based on knowledge-
or utility- based reasoning mechanisms and requires a considerable knowledge-engineering
effort when setting up the system (Burke 2000a; Shimazu 2001; Ricci et al. ...
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Analyzing optimal behavior policies in Conversational Recommender Systems
[PDF] from nu.edu.pk
T Mahmood - Information and Emerging Technologies (ICIET), ..., 2010 - ieeexplore.ieee.org
Abstract Conversational Recommender Systems (CRSs) are intelligent E-commerce
applications that engage online users in an interactive conversation, until their interaction
goal is achieved. To this end, traditional CRSs employ a recommendation strategy that is ...
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Context-aware recommender systems
[HTML] from mendeley.com
G Adomavicius... - Recommender Systems Handbook, 2011 - Springer
Page 1. Chapter 7 Context-Aware Recommender Systems Gediminas Adomavicius
and Alexander Tuzhilin Abstract The importance of contextual information has been
recognized by re- searchers and practitioners in many ...
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[PDF] LEARNING ADAPTED INTERACTION STRATEGIES IN CONVERSATIONAL RECOMMENDER SYSTEMS
[PDF] from digns.com
T Mahmood... - 2009 - static.digns.com
Abstract Conversational recommender systems are intelligent E-commerce applications that
assist online users in their information-seeking tasks by supporting an interactive process of
recommendation. Although information-seeking processes could be quite diverse, ...
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User-involved preference elicitation for product search and recommender systems
[PDF] from aaaipress.org
P Pu... - AI Magazine, 2009 - aaai.org
Page 1. To perform complex tasks, such as searching the web for suitable products
or services, planning a trip, or scheduling resources, people increasingly rely on
computerized product recommender systems (also called product ...
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[BOOK] Tourism Informatics: Visual Travel Recommender Systems, Social Communities, and User Interface Design
N Sharda... - 2010 - igi-global.com
... 5. Exploiting a Map-Based Interface in Conversational Recommender Systems for Mobile
Travelers (pages 73-93). Francesco Ricci (Free University of Bolzano, Italy), Quang Nhat Nguyen
(Hanoi University of Technology, Vietnam), and Olga Averjanova (Image Data Systems Ltd ...
Cited by 3 - Related articles - Library Search - All 7 versions - Import into BibTeX
Designing and evaluating explanations for recommender systems
N Tintarev... - Recommender Systems Handbook, 2011 - Springer
Page 1. Chapter 15 Designing and Evaluating Explanations for Recommender Systems
Nava Tintarev and Judith Masthoff Abstract This chapter gives an overview of the area
of explanations in recommender systems. We approach ...
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[PDF] Experiments on the preference-based organization interface in recommender systems
[PDF] from epfl.ch
L Chen... - ACM Transactions on Computer-Human Interaction, 2010 - hci.epfl.ch
... cars, etc. Specifically, we have emphasized on improving critiquing-based recom-
mender systems (also called conversational recommender systems [Shimazu 2001;
Smyth and McGinty 2003; Thompson et al. 2004]). The critiquing ...
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A generalized taxonomy of explanations styles for traditional and social recommender systems
[PDF] from ncu.edu.tw
A Papadimitriou, P Symeonidis... - Data Mining and ..., 2011 - Springer
Page 1. Data Min Knowl Disc DOI 10.1007/s10618-011-0215-0 A generalized
taxonomy of explanations styles for traditional and social recommender systems Alexis
Papadimitriou · Panagiotis Symeonidis · Yannis Manolopoulos ...
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Mobile recommender systems
[PDF] from unibz.it
F Ricci - Information Technology &# 38; Tourism, 2011 - ingentaconnect.com
Page 1. Information Technology & Tourism, Vol. 12 pp. 205-231 1098-3058/11 $60.00 + .00
Printed in the USA. All rights reserved. DOI: 10.3727/109830511X12978702284390 Copyright ?
2011 Cognizant Comm. Corp. www.cognizantcommunication.com ...
Cited by 21 - Related articles - All 4 versions - Import into BibTeX
Interaction design guidelines on critiquing-based recommender systems
L Chen... - User Modeling and User-Adapted Interaction, 2009 - Springer
... Other terms for these systems are conversational recommender systems (Smyth and McGinty
2003), conversational case-based reasoning systems (Shimazu 2001), and
knowledge-based recommender systems (Burke et al. 1997; Burke 2000). ...
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Experience-Based Critiquing: Reusing Critiquing Experiences to Improve Conversational Recommendation
[PDF] from ucd.ie
K McCarthy, Y Salem... - Case-Based Reasoning. Research and ..., 2010 - Springer
... This type of conversational recommender system is much better suited to help users
navigate more complex product spaces. Various forms of feedback are used in
conversational recommender systems: value elicitation, ratings ...
Cited by 1 - Related articles - All 6 versions - Import into BibTeX
Active learning in recommender systems
[PDF] from pbworks.com
N Rubens, D Kaplan... - Recommender Systems Handbook, 2011 - Springer
Page 1. Chapter 23 Active Learning in Recommender Systems Neil Rubens, Dain
Kaplan, and Masashi Sugiyama 23.1 Introduction Recommender Systems (RSs)
are often assumed to present items to users for one reason ...
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[PDF] Preference Dominance Reasoning for Conversational Recommender Systems: A Comparison Between a Comparative Preferences and a Sum of Weights ...
[PDF] from unibz.it
W TRABELSI, NIC WILSON, D BRIDGE... - International Journal on ..., 2011 - inf.unibz.it
In an era of overwhelming choice, recommender systems are a new source of assistance,
helping their users to decide which goods, services or information to purchase or consume.
1-4 These systems infer user preferences from data gathered either explicitly, eg, in the ...
Related articles - View as HTML - All 7 versions - Import into BibTeX
Predicting missing ratings in recommender systems: Adapted factorization approach
[PDF] from uab.es
C Julià, AD Sappa, F Lumbreras... - International Journal of ..., 2009 - ME Sharpe
... to-human interaction. In order to deal with this, conversational recommender systems
have been recently proposed (eg, [6, 12]). These systems provide dialogues
supporting the customer in the selection process. By adding ...
Cited by 3 - Related articles - All 4 versions - Import into BibTeX
Knowledgeable explanations for recommender systems
[PDF] from wku.edu
M Zanker... - ... Agent Technology (WI-IAT), 2010 IEEE/ ..., 2010 - ieeexplore.ieee.org
... In analogy to the description of user interfaces for conversational recommender systems of
Felfernig and Shchekotykhin [14] we employ a variant of Predicate-based Finite State Automata
(PFSA) [15] to represent an explanation model such that transitions are represented by ...
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Comparing reward-based optimal behaviors in user-adapted Recommender Systems
[PDF] from meeting.edu.cn
T Mahmood, SH Ahmed... - Computer Science and ..., 2010 - ieeexplore.ieee.org
... I. INTRODUCTION Conversational Recommender Systems (CRSs) [1] [2] [3] [4] are intelligent
E-commerce applications that employ a diverse set of actions, while engaging the users in an
interactive conversation, in order to intelligently guide them towards their interaction goals ...
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Supporting Self-Regulated Learning in Technical Domains with Repositories of Learning Objects and Recommender Systems
D Rodríguez-Cerezo, JL Sierra - ... (ICALT), 2011 11th IEEE ..., 2011 - ieeexplore.ieee.org
... In addition, learners can be involved in the recommendation process by using suitable interactive
techniques (eg, in the style of conversational recommender systems), so it is possible to increase
the degree of self-regulation in the resulting learning processes. ...
Cited by 1 - Related articles - All 2 versions - Import into BibTeX
Dynamic diversity-enhanced similarity retrieval system and method
B Smyth... - US Patent 7,761,454, 2010 - Google Patents
... 234-248, ISBN: 3-540-42358-3 * (Continued) Primary Examiner-Mohammad Ali Assistant
Examiner-Syed H Hasan (74) Attorney, Agent, or Firm-Jacobson Holman PLLC (57) ABSTRACT
707/4 A conversational recommender system retrieves k cases (3) and generates a ...
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Donation dashboard: a recommender system for donation portfolios
T Nathanson, E Bitton... - ... of the third ACM conference on ..., 2009 - dl.acm.org
... Like Donation Dashboard, conversa- tional recommenders will often present items that have
been previously recommended. Recent papers on conversational recommender systems include:
[9, 15, 4, 14]. McGinty and Smyth consider various forms of user feedback in [11]. ...
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Increasing retrieval quality in conversational recommenders
M Salamo... - Knowledge and Data Engineering, ..., 2011 - ieeexplore.ieee.org
... Maria Salamó and Sergio Escalera Abstract-A major task of research in conversational
recommender systems is personalization. ... 2.2 Incremental critiquing The incremental critiquing
implementation assumes a conversational recommender system in the style of Entrée [31]. ...
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Learning adaptive recommendation strategies for online travel planning
[PDF] from unibz.it
T Mahmood, F Ricci... - Information and Communication ..., 2009 - Springer
... Abstract Conversational recommender systems support human-computer interaction
strategies in order to assist online tourists in the important activity of dynamic packaging,
ie, in building personalized travel plans and in booking their holidays. ...
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Preferences in interactive systems: Technical challenges and case studies
[PDF] from aaaipress.org
B Peintner, P Viappiani... - AI Magazine, 2009 - aaai.org
... preferences are implicitly and indirectly elicited. In contrast, conversational recommender
systems involve the user elaborating his or her requirements and desiderata over
the course of an extended dialogue. They are often used in ...
Cited by 11 - Related articles - All 13 versions - Import into BibTeX
[PDF] Preference Based Feedback for Collaborative Image Retrieval
[PDF] from fxpal.com
M Halvey - 2011 - cis2011.fxpal.com
... Conversational recommender systems attempt to engage the user in an extended,
interactive recommendation dialog during which the system attempts to elicit
additional query information in order to refine recommendations. ...
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Collaborative Filtering Recommender Systems
[PDF] from grouplens.org
MD Ekstrand - Foundations and Trends(r) in Human-Computer ..., 2010 - dx.doi.org
Page 1. Foundations and Trends R in Human-Computer Interaction Vol. 4, No. 2 (2010)
81-173 c 2011 MD Ekstrand, JT Riedl and JA Konstan DOI: 10.1561/1100000009 Collaborative
Filtering Recommender Systems By Michael D. Ekstrand, John T. Riedl ...
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[PDF] Collaborative web recommendation systems a survey approach
[PDF] from computerresearch.org
A Kumar... - Global Journal of Computer ..., 2010 - computerresearch.org
... 15) McCarthy, J. Reilly, L. McGinty, and B. Smyth. Thinking positively - explanatory feedback
for conversational recommender systems. In Proceedings of the European Conference on
Case- Based Reasoning (ECCBR-04) Explanation Workshop,, 2004. ...
Cited by 3 - View as HTML - Import into BibTeX
Intelligent tagging interfaces: beyond folksonomy
[PDF] from grouplens.org
J Vig - Adjunct proceedings of the 23nd annual ACM ..., 2010 - dl.acm.org
... We present two tagging applications that enrich this dialog: tagsplanations are tag-based
explanations of recommenda- tions provided by a system to its users, and Movie Tuner is a
conversational recommender system that enables users to provide feedback on movie ...
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Critiquing recommenders for public taste products
[PDF] from epfl.ch
P Pu, M Zhou... - Proceedings of the third ACM conference ..., 2009 - dl.acm.org
... Online Peer and Editorial Recommendations, Trust, and Choice in Virtual Markets. Journal of
Interactive Marketing 19(3), 15-37. [7] Zhang, J. and Pu, P. 2006. A comparative study of compound
critique generation in conversational recommender systems. In Proc. ...
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Enhancing recommendation diversity with organization interfaces
[PDF] from ntu.edu.tw
R Hu... - Proceedings of the 15th international conference on ..., 2011 - dl.acm.org
... 2. Herlocker, J., Konstan, J., Terveen, L., and Riedl, J. Evaluating collaborative filtering
recommender systems. ACM Transactions on Information Systems, 22, 1 (2004), 5-53. 3. McGinty,
L., and Smyth, B. On the role of diversity in conversational recommender systems. ...
Cited by 3 - Related articles - All 2 versions - Import into BibTeX
Guidance and support for healthy food preparation in an augmented kitchen
J Wagner, G Geleijnse... - Proceedings of the 2011 ..., 2011 - dl.acm.org
... When a large and active community is present, a collaborative filtering approach can be
used to select the meal that best fits the user's profile. Alternatively, a conversational
recommender system may be used to identify specific demands for a meal. ...
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Visiting Tourist Landmarks in Virtual Reality Systems by Real-Walking
F Steinicke, G Bruder, J Jerald, H Frenz... - ... Communities, and User ..., 2009 - igi-global.com
... 76-113). www.igi-global.com/bookstore/chapter.aspx?titleid=22526 Exploiting a
Map-Based Interface in Conversational Recommender Systems for Mobile Travelers
Francesco Ricci, Quang Nhat Nguyen, and Olga Averjanova (2010). ...
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Developing constraint-based recommenders
A Felfernig, G Friedrich, D Jannach... - Recommender systems ..., 2011 - Springer
Page 1. Chapter 6 Developing Constraint-based Recommenders Alexander Felfernig,
Gerhard Friedrich, Dietmar Jannach and Markus Zanker 6.1 Introduction Traditional
recommendation approaches (content-based filtering ...
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Quality enhancement based on reinforcement learning and feature weighting for a critiquing-based recommender
[PDF] from ub.es
M Salamó, S Escalera... - Case-Based Reasoning Research ..., 2009 - Springer
... of Computer Science, Universitat Aut`onoma de Barcelona, 08193, Bellaterra, Spain
Abstract. Personalizing the product recommendation task is a major focus of research
in the area of conversational recommender systems. ...
Cited by 2 - Related articles - All 8 versions - Import into BibTeX
Critiquing-based recommenders: survey and emerging trends
L Chen... - User Modeling and User-Adapted Interaction, 2011 - Springer
... These systems have also been termed "conversational recommender systems", "conversational
case-based rea- soning systems", and "knowledge-based recommender systems" (Smyth
and McGinty 2003; Shimazu 2001; Burke et al. 1997; Burke 2000). ...
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Designing a metamodel-based recommender system
[PDF] from uni-passau.de
S Radde, B Zach... - E-Commerce and Web Technologies, 2009 - Springer
... Keywords: conversational recommender system, metamodelling, indus- trial application. 1
Introduction ... The main contribution of this paper is an industrial-strength architecture for a
conversational recommender system based on an elaborate customer- and product- metamodel. ...
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On the evolution of critiquing recommenders
L McGinty... - Recommender Systems Handbook, 2011 - Springer
Page 1. Chapter 13 On the Evolution of Critiquing Recommenders Lorraine McGinty
and James Reilly Abstract Over the past decade a significant amount of recommender
systems re- search has demonstrated the benefits of ...
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Collaborative feature-combination recommender exploiting explicit and implicit user feedback
[PDF] from psu.edu
M Zanker... - Commerce and Enterprise ..., 2009 - ieeexplore.ieee.org
... with detailed 52 Page 5. product descriptions. In addition, there is a conversational
recommender system available that allows users to explicate their contextual
requirements and retrieve appropriate product items. Over a period ...
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Comparing Approaches to Preference Dominance for Conversational Recommenders
[PDF] from ucc.ie
W Trabelsi, N Wilson, D Bridge... - Tools with Artificial ..., 2010 - ieeexplore.ieee.org
... Abstract-A conversational recommender system iteratively shows a small set of options
for its user to choose between. ... Two instances of the framework are developed for query
suggestion in a conversational recommender system. ...
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Active learning driven by rating impact analysis
CE Mello, MA Aufaure... - ... of the fourth ACM conference on ..., 2010 - dl.acm.org
... Several works proposing new criteria of data selection or extending those ones defined by [10]
have been done. Carenini et al. in [3] propose a conversational recommender system framework
where a user preference elicitation method based on the criteria in [10] is adapted. ...
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Analysis of a multi-domain recommender system
TY Tang, P Winoto... - Data Mining and Intelligent ..., 2011 - ieeexplore.ieee.org
... 12(4): 331-370. 2002. [13] B. Smyth, L. McGinty, J. Reilly, and K. McCarthy. "Compound critiques
for conversational recommender systems". In Proceedings of 2004 IEEE/WIC/ACM International
Conference on Web Intelligence (WI' 2004), pp.141-151. 2004. [14] CN. ...
Import into BibTeX
Matching Recommendation Technologies and Domains
R Burke... - Recommender Systems Handbook, 2011 - Springer
Page 1. Chapter 11 Matching Recommendation Technologies and Domains Robin
Burke and Maryam Ramezani Abstract Recommender systems form an extremely
diverse body of technologies and approaches. The chapter ...
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[PDF] Using common sense in providing personalized recommendations in the tourism domain
[PDF] from cars-workshop.org
B De Carolis, I Mazzotta, N Novielli... - Workshop on Context- ..., 2009 - cars-workshop.org
... In Proceedings of the CRPITS '21 at ACSW frontiers. [21] UbisWorld: http://www.u2m.org [22]
Warnestal, P. 2005. User Evaluation of a Conversational Recommender System. In Proceedings
of IJCAI Workshop on K&R in Practical Dialog Systems, 62-67.
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[PDF] User Acceptance Issues in Music Recommender Systems
[PDF] from svenjick.com
N Jones... - HCI Report, 2009 - svenjick.com
Page 1. User Acceptance Issues in Music Recommender Systems EPFL Technical
Report HCI-REPORT-2009-001. Nicolas Jones Human Computer Interaction Group
Swiss Federal Institute of Technology nicolas.jones@epfl.ch ...
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Virtual Travel Community: Bridging Travellers and Locals
JY Chung... - Tourism Informatics: Visual Travel ..., 2009 - igi-global.com
... 5. Exploiting a Map-Based Interface in Conversational Recommender Systems for Mobile
Travelers (pages 73-93). Francesco Ricci (Free University of Bolzano, Italy), Quang Nhat Nguyen
(Hanoi University of Technology, Vietnam), and Olga Averjanova (Image Data Systems Ltd ...
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Navigating the tag genome
[PDF] from ntu.edu.tw
J Vig, S Sen... - Proceedings of the 15th international conference ..., 2011 - dl.acm.org
Page 1. Navigating the Tag Genome Jesse Vig Department of Computer Science and
Engineering University of Minnesota jvig@cs.umn.edu Shilad Sen Math, Statistics, and
Computer Science Department Macalester College ssen@macalester.edu ...
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Semantic-enhanced case-based reasoning for intelligent recommendation
H Wang, G Nie... - Computer Science and Information ..., 2009 - ieeexplore.ieee.org
... 355-369 [8] L. McGinty, B. Smyth, "Adaptive Selection: An Analysis of Critiquing
and Preference based Feedback in Conversational Recommender Systems",
International Journal of Electronic Commerce, 2006, 11(2), pp. 35 ...
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Improving Recommendation Effectiveness: Adapting a Dialogue Strategy in Online Travel Planning
T Mahmood, F Ricci... - Information Technology &# ..., 2009 - ingentaconnect.com
... Venturini, ECTRL Solutions, Trento, Italy Conversational recommender systems support
a structured human-computer interaction in order to assist online tourists in important
online activities such as travel planning. In this article we ...
Cited by 3 - Related articles - Import into BibTeX
Adaptive tradeoff explanations in conversational recommenders
[PDF] from hkbu.edu.hk
L Chen - Proceedings of the third ACM conference on ..., 2009 - dl.acm.org
... Emotional trade-off difficulty and choice. Journal of Marketing Research 36, 143-159. [9] McCarthy,
K., Reilly, J., McGinty, L., and Smyth, B. 2004. Thinking positively - explanatory feedback for
conversational recommender systems. In Workshop of 7th ECCBR, 115-124. ...
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Usability Guidelines for Product Recommenders Based on Example Critiquing Research
P Pu, B Faltings, L Chen, J Zhang... - Recommender Systems ..., 2011 - Springer
Page 1. Chapter 16 Usability Guidelines for Product Recommenders Based on Example
Critiquing Research Pearl Pu, Boi Faltings, Li Chen, Jiyong Zhang and Paolo Viappiani
Abstract Over the past decade, our group has developed ...
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Constraint-Based Recommendation in Tourism: A Multiperspective Case Study
[PDF] from uni-dortmund.de
D Jannach, M Zanker... - Information Technology &# ..., 2009 - ingentaconnect.com
... tools. Key words: Recommender systems; Constraint-based recommendation;
Conversational recommender systems; Web personalization Introduction offer
personalized information and its information filtering functionality. ...
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Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
[PDF] from utoronto.ca
P Viappiani... - Twenty-Fifth AAAI Conference on Artificial ..., 2011 - aaai.org
... goal of recommendation and elicitation. This is common, for instance, in conversational
recommender systems such as Critique Shop (Reilly et al. ... Viappiani, P., and Boutilier, C. 2009.
Regret-based optimal recommendation sets in conversational recommender systems. ...
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A Conversational Approach to Semantic Web Service Selection
F Klan... - E-Commerce and Web Technologies, 2011 - Springer
... consumer. Inspired by conversational recommender systems [5] and example
critiquing [6], it alternates phases of intermediate service recommendation and
requirements refinement by critiquing the presented alternatives. ...
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Eye-tracking product recommenders' usage
[PDF] from svenjick.com
S Castagnos, N Jones... - ... of the fourth ACM conference on ..., 2010 - dl.acm.org
... disputed to- pic. The first major paper on the matter was likely [13] where, in the context
of conversational recommender systems, they showed that introducing diversity
significantly enhances the efficiency of recommendations. In [18 ...
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Adapting Recommendations Organization to User Preferences
[PDF] from hkbu.edu.hk
L Chen - Web Intelligence and Intelligent Agent Technologies, ..., 2009 - ieeexplore.ieee.org
... 67- 78. [6] L. McGinty and B. Smyth, Adaptive Selection: An Analysis of Critiquing and
Preference-Based Feedback in Conversational Recommender Systems. International
Journal of Electronic Commerce 11 (2), 2006, pp. 35-57. ...
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[PDF] An Analysis of Current Trends in CBR Research Using Multi-View Clustering
[PDF] from ucd.ie
D Greene, J Freyne, B Smyth... - 2009 - csi.ucd.ie
Page 1. An Analysis of Current Trends in CBR Research Using Multi-View Clustering *
Derek Greene, Jill Freyne, Barry Smyth, Pádraig Cunningham University College Dublin
Technical Report UCD-CSI-2009-03 March, 2009 Abstract ...
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Generating recommendations for consensus negotiation in group personalization services
M Salamó, K McCarthy... - Personal and Ubiquitous Computing, 2011 - Springer
Page 1. ORIGINAL ARTICLE Generating recommendations for consensus negotiation in group
personalization services Maria Salamó • Kevin McCarthy • Barry Smyth Received: 27 November
2010 / Accepted: 20 April 2011 (c) Springer-Verlag London Limited 2011 ...
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A cognitive framework for robot guides in art collections
D Vogiatzis... - Universal Access in the Information Society, 2011 - Springer
... In addition, the reasoning behind the suggestions can be explained to the user. Another
line of research work is the conversational recommender systems, which actively involve
the user in the formation of a recommendation of a product or service. ...
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Challenges for aided online shopping and product selection-a decision making perspective.
[PDF] from nuigalway.ie
M Dabrowski, T Acton... - 2009 - vmserver14.nuigalway.ie
... interactions and product descriptions. Moreover, various techniques for pre- ference
elicitation (eg dialogs in conversational recommender systems) are used to enable
better understanding of customers' needs. However, there are ...
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[PDF] IMPROVING DIVERSITY AND RELEVANCY OF E-COMMERCE RECOMMENDER SYSTEMS THROUGH NLP TECHNIQUES
[PDF] from celstec.org.uk
A Shepitsen... - e-COMMERCE 2009, 2009 - celstec.org.uk
... ACM New York, NY, USA, 2005, pp. 22-32. [9] L. McGinty, B. Smyth, On the role
of diversity in conversational recommender systems, Lecture notes in computer
science (2003) 276-290. [10] J. Wang, A. De Vries, M. Reinders ...
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The effect of context-aware recommendations on customer purchasing behavior and trust
M Gorgoglione, U Panniello... - ... of the fifth ACM conference on ..., 2011 - dl.acm.org
Page 1. The Effect of Context-Aware Recommendations on Customer Purchasing
Behavior and Trust Michele Gorgoglione Polytechnic of Bari, Italy Viale Japigia 182,
70126 m.gorgoglione@poliba.it Umberto Panniello Polytechnic ...
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Exploiting Feedback from Users of innsbruck. mobile for Personalization
M Zanker, W Hopkenb... - ... Technologies in Tourism ..., 2011 - books.google.com
... Keywords: conversational recommender systems, collaborative ?ltering, mobile applications
1 Introduction Mobile tourist guides can play an important role in enabling the public to access
sites of cultural heritage or to guide tourists during their stay. ...
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Context-based adaptation of mobile applications in tourism
W Hopken, M Fuchs, M Zanker... - Information Technology & ..., 2010 - ingentaconnect.com
Page 1. Information Technology & Tourism, Vol. 12 pp. 175-195 1098-3058/10 $60.00 + .00
Printed in the USA. All rights reserved. DOI: 10.3727/109830510X12887971002783 Copyright ?
2010 Cognizant Comm. Corp. www.cognizantcommunication.com ...
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Preference elicitation with subjective features
[PDF] from toronto.edu
C Boutilier, K Regan... - ... of the third ACM conference on ..., 2009 - dl.acm.org
... These range from conversational recommender systems [4, 10] that pro- vide considerable
navigational control to a user as they explore the space of possible products/options, to adaptive
elicitation systems that ask the user a sequence of questions about her preferences or ...
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Selecting a small number of products for effective user profiling in collaborative filtering
HJ Ahn, H Kang... - Expert Systems with Applications, 2010 - Elsevier
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Collaborative Web Recommendation Systems-A Survey Approach
[PDF] from computerresearch.org
K Arunachalam... - Global Journal of ..., 2010 - computerresearch.org
... 15) McCarthy, J. Reilly, L. McGinty, and B. Smyth. Thinking positively - explanatory feedback
for conversational recommender systems. In Proceedings of the European Conference on
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[PDF] Using bayesian networks to infer product rankings from user needs
[PDF] from uni-dortmund.de
S Radde... - Workshop on Intelligent ..., 2010 - ls13-www.cs.uni-dortmund.de
... Conversational recommender system Closely follow 'natural' recommendation practices Mobile
communications domain Industry partner Reference implementation Recommendations Dialogue
management Product presentation / sales process Knowledge maintenance ...
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Who is Doing What and When: Social Map-Based Recommendation for Content-Centric Social Web Sites
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S Zhao, MX Zhou, X Zhang, Q Yuan... - ACM Transactions on ..., 2011 - dl.acm.org
... More recently, researchers have developed conversational recommender systems that can
adaptively learn interaction strategies to better assist users in achieving their goals [Rafter
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Constraint-based personalised configuring of product and service bundles
[PDF] from configworks.com
M Zanker, M Aschinger... - International Journal of ..., 2010 - Inderscience
Page 1. Int. J. Mass Customisation, Vol. 3, No. 4, 2010 407 Constraint-based personalised
configuring of product and service bundles Markus Zanker* Institut für Angewandte
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The Use of Internet in Building the Brand of "Stockholm: The Capital of Scandinavia"
P Dobers... - ... and city marketing: digital opportunities for ..., 2009 - igi-global.com
... 52-71). www.igi-global.com/chapter/advanced-technologies-tourist-behaviour/56433 Exploiting
a Map-Based Interface in Conversational Recommender Systems for Mobile Travelers
Francesco Ricci, Quang Nhat Nguyen and Olga Averjanova (2010). ...
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Beyond Similarity-Based Recommenders: Preference Relaxation and Product Awareness
M Dabrowski... - E-Commerce and Web Technologies, 2011 - Springer
... Journal of Electronic Commerce 1(1), 23-44 (2000) 22. Mcginty, L., Smyth, B.: On the role of
diversity in conversational recommender systems. In: Proceedings of the Fifth International
Conference on Case-Based Rea- soning, pp. 276-290. Springer, Heidelberg (2003) 23. ...
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[PDF] MobiDay: a Personalized Context-Aware Mobile Service for Day Hospital Workflow Support
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P Lamber, A Girardello, F Ricci... - Proceedings of the AIME09 ..., 2009 - inf.unibz.it
... 5639-5644. [11] Mahmood, T. and Ricci, F. 2008. "Adapting the interaction state model
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... More information at http://recsys.acm.org • Case studies of recommender system implementations •
Conversational recommender systems • Context-aware and multidimensional rec- ommender
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Supplemental Case Acquisition Using Mixed-Initiative Control
[PDF] from carleton.ca
MW Floyd... - Twenty-Fourth International FLAIRS Conference, 2011 - aaai.org
... Bridge, DG 2002. Towards conversational recommender systems: A dialogue
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[PDF] Deriving a recipe similarity measure for recommending healthful meals
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Page 1. Deriving a Recipe Similarity Measure for Recommending Healthful Meals Youri van
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Jointly optimising relevance and diversity in image retrieval
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T Deselaers, T Gass, P Dreuw... - Proceeding of the ACM ..., 2009 - dl.acm.org
Page 1. Jointly Optimising Relevance and Diversity in Image Retrieval Thomas
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[PDF] Exploring Local Acyclicity within Russian Doll Search
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M Razgon... - The 15th International ..., 2009 - www-circa.mcs.st-and.ac.uk
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[PDF] Optimal Set Recommendations based on Regret
[PDF] from uni-dortmund.de
P Viappiani... - ITWP 2009, 2009 - cs.uni-dortmund.de
... toronto. edu Abstract Current conversational recommender systems do not offer
guarantees on the quality of their recommendations, either because they do not maintain
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Explanations of unsupervised learning clustering applied to data security analysis
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Preference-based Search using Example-Critiquing with Suggestions
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B Faltings, P Pu... - Arxiv preprint arXiv:1110.0026, 2011 - arxiv.org
Page 1. arXiv:1110.0026v1 [cs.AI] 30 Sep 2011 Journal of Artificial Intelligence Research 27
(2006) 465-503 Submitted 04/06; published 12/06 Preference-based Search using
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Adapting News and Advertisements to Groups
B Carolis - Pervasive Advertising, 2011 - Springer
... A variation of this approach involves a natural language dialogue between user and system,
in order to acquire relevant information about preferences. Conversational Recommender Systems
(CRS) adopt this approach in order to build a reliable model of user preferences [29]. ...
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Novelty and Diversity in Top-N Recommendation--Analysis and Evaluation
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... In the context of conversational recommender systems, McGinty and Smyth [2003] propose
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ternative approaches in terms of their recommendation performance. ...
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A value supplementation method for case bases with incomplete information
[PDF] from uni-hildesheim.de
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... AI Communications 1(7) (March 1994) 10. McGinty, L., Smyth, B.: Adaptive selection:
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Simultaneous elicitation of preference features and utility
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Evaluating customer aid functions of online stores with agent-based models of customer behavior and evolution strategy
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[PDF] Algorithms, Models and Systems for Eigentaste-Based Collaborative Filtering and Visualization
[PDF] from berkeley.edu
T Nathanson - 2009 - eecs.berkeley.edu
... While most recommender systems are "single-shot," conversational recommender systems utilize
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Consideration sets in online shopping environments: the effects of search tool and information load
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Understanding and dealing with usability side effects of intelligent processing
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AD Jameson - AI Magazine, 2009 - aaai.org
Page 1. There are powerful arguments to the effect that the inclusion of AI in interactive
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Pruning rules for constrained optimisation for conditional preferences
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N Wilson... - Principles and Practice of Constraint Programming ..., 2011 - Springer
Page 1. Pruning Rules for Constrained Optimisation for Conditional Preferences Nic Wilson
and Walid Trabelsi Cork Constraint Computation Centre, Department of Computer Science,
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[PDF] Information Technology: Shaping the Past, Present, and Future of Tourism
[PDF] from faizwanuar.com
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Page 1. Information Technology: Shaping the Past, Present, and Future of Tourism Ulrike
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[PDF] Static and Dynamic Population Clustering in Personality Diagnosis for Personalized eHealth Services
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A Street... - Personalisation for e-Health, 2009 - csc.liv.ac.uk
Page 11. Static and Dynamic Population Clustering in Personality Diagnosis for
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Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics
A Coman... - Twenty-Fifth AAAI Conference on Artificial ..., 2011 - aaai.org
... Journal of Artificial Intelligence Research, 14:253-302. McGinty, L., and Smyth, B. 2003: On the
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[PDF] ?? MVC ?????????????
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???, ??, ???... - ?????, 2010 - ecice06.com
... of ICEC'07. New York, USA: ACM Press: [sn], 2007: 75-84. [5] Mahmood T, Ricci F. Towards
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Publications-IDA
A Jönsson - 2011 - ida.liu.se
... Antwerp, Belgium, September 1, 2007. Interview and Delivery: Dialogue Strategies for
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Determination of slurry's viscosity using case based reasoning approach
[PDF] from doria.fi
A Lozhechnikova - 2011 - doria.fi
Page 1. LAPPEENRANTA UNIVERSITY OF TECHNOLOGY Faculty of Technology Master?s
Degree Program in Chemical and Process Engineering Alina Lozhechnikova DETERMINATION
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[TXT] How to recommend music to book lovers
[TXT] from soton.ac.uk
A Loizou - 2009 - eprints.ecs.soton.ac.uk
Page 1. UNIVERSITY OF SOUTHAMPTON How to recommend music to book lovers: Enabling
the provision of recommendations from multiple domains. by Antonis Loizou A thesis submitted
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