Personalization technologies: a process-oriented perspective

Authors:
Gediminas Adomavicius;Alexander Tuzhilin
Affiliations:
University of Minnesota, Minneapolis;New York University, New York
Venue:
Communications of the ACM - The digital society
Year:
2005

Citing 10
Cited 39

Fab: content-based, collaborative recommendation

Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news

Communications of the ACM
A Framework for Collaborative, Content-Based and Demographic Filtering

Artificial Intelligence Review - Special issue on data mining on the Internet
Introduction: personalized views of personalization

Communications of the ACM
Hancock: a language for extracting signatures from data streams

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Principles of data mining

Principles of data mining
E-Commerce Recommendation Applications

Data Mining and Knowledge Discovery
Using Data Mining Methods to Build Customer Profiles

Computer
Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions

IEEE Transactions on Knowledge and Data Engineering
Empirical analysis of predictive algorithms for collaborative filtering

UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence

Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever?

IEEE Transactions on Knowledge and Data Engineering
Personalized Content Recommendation and User Satisfaction: Theoretical Synthesis and Empirical Findings

Journal of Management Information Systems
Learning and adaptivity in interactive recommender systems

Proceedings of the ninth international conference on Electronic commerce
A semantic-expansion approach to personalized knowledge recommendation

Decision Support Systems
Mediation of user models for enhanced personalization in recommender systems

User Modeling and User-Adapted Interaction
Contextual multi-dimensional browsing

Computers in Human Behavior
A personalized counseling system using case-based reasoning with neural symbolic feature weighting (CANSY)

Applied Intelligence
Do online buying behaviour and attitudes to web personalization vary by age group?

Proceedings of the 2008 annual research conference of the South African Institute of Computer Scientists and Information Technologists on IT research in developing countries: riding the wave of technology
Maintaining customer profiles in an e-commerce environment

Proceedings of the 2008 annual research conference of the South African Institute of Computer Scientists and Information Technologists on IT research in developing countries: riding the wave of technology
Questionnaire-based evaluation of characteristics of a community in SNS

WSEAS Transactions on Information Science and Applications
"Pimp My Roomba": designing for personalization

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Adaptive Web SitesA Knowledge Extraction from Web Data Approach

Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
Using user context for accessing IT resources

Proceedings of the first international workshop on Context-aware software technology and applications
How to best characterize the personalization construct for e-services

Expert Systems with Applications: An International Journal
Knowing your customers: Using a reciprocal relationship to enhance voluntary information disclosure

Decision Support Systems
Updating user profile using ontology-based semantic similarity

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Local search engine with global content based on domain specific knowledge

WSEAS Transactions on Information Science and Applications
Use of social network information to enhance collaborative filtering performance

Expert Systems with Applications: An International Journal
A recommender system based on multi-features

ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Influencing Consumer Decisions Through Personalization

Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade
A framework of an agent-based personal assistant for internet users

KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I
The personalization privacy paradox: An exploratory study of decision making process for location-aware marketing

Decision Support Systems
Government-to-business personalized e-services using semantic-enhanced recommender system

EGOVIS'11 Proceedings of the Second international conference on Electronic government and the information systems perspective
On-demand dynamic recommendation mechanism in support of enhancing idea creativity for group argumentation

BI'11 Proceedings of the 2011 international conference on Brain informatics
A Hybrid Multi-criteria Semantic-Enhanced Collaborative Filtering Approach for Personalized Recommendations

WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Community aware content adaptation for mobile technology enhanced learning

EC-TEL'06 Proceedings of the First European conference on Technology Enhanced Learning: innovative Approaches for Learning and Knowledge Sharing
Preference elicitation techniques for group recommender systems

Information Sciences: an International Journal
Service-Oriented data and process models for personalization and collaboration in e-business

EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
Applying text-mining to personalization and customization research literature - Who, what and where?

Expert Systems with Applications: An International Journal
How to design personalization in a context of customer retention: Who personalizes what and to what extent?

Electronic Commerce Research and Applications
Customer relationship management and Web mining: the next frontier

Data Mining and Knowledge Discovery
A novel approach to hybrid recommendation systems based on association rules mining for content recommendation in asynchronous discussion groups

Information Sciences: an International Journal
Scalable adaptation of web applications to users' behavior

ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Disclosure Intention of Location-Related Information in Location-Based Social Network Services

International Journal of Electronic Commerce
An integrated logical context sensor for mobile web applications

Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Trends and research directions for privacy preserving approaches on the cloud

Proceedings of the 6th ACM India Computing Convention
Agent-based architecture for context-aware and personalized event recommendation

Expert Systems with Applications: An International Journal
From clicking to consideration: A business intelligence approach to estimating consumers' consideration probabilities

Decision Support Systems
A real-time personalized route recommendation system for self-drive tourists based on vehicle to vehicle communication

Expert Systems with Applications: An International Journal

Quantified Score

Hi-index	0.01

Visualization

Abstract

By leveraging customer reactions to personalized products and services, companies continuously improve their personalization processes through an iterative feedback loop resulting in the `virtuous cycle' of personalization.