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Incorporating contextual information in recommender systems using a multidimensional approach

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9780470057339.vad002openalex-snapshot

Data Mining

inferredcites →https://doi.org/10.1006/jcss.2001.1757openalex-snapshot

Recommendation Systems: A Probabilistic Analysis

inferredcites →https://doi.org/10.1007/3-540-45014-9_1openalex-snapshot

Ensemble Methods in Machine Learning

inferredcites →https://doi.org/10.1007/3-540-45598-1_17openalex-snapshot

Multidimensional Recommender Systems: A Data Warehousing Approach

inferredcites →https://doi.org/10.1007/978-0-387-21606-5openalex-snapshot

The Elements of Statistical Learning

inferredcites →https://doi.org/10.1007/978-1-4419-1428-6_5195openalex-snapshot

Pattern Classification

inferredcites →https://doi.org/10.1007/978-1-4613-2279-5openalex-snapshot

Machine Learning

inferredcites →https://doi.org/10.1007/978-1-4615-1627-9_3openalex-snapshot

Expert-Driven Validation of Rule-Based User Models in Personalization Application

inferredcites →https://doi.org/10.1007/978-1-4615-5689-3openalex-snapshot

Feature Selection for Knowledge Discovery and Data Mining

inferredcites →https://doi.org/10.1016/0306-4573(90)90016-uopenalex-snapshot

Automatic text processing

inferredcites →https://doi.org/10.1016/b978-0-12-799957-9.00002-xopenalex-snapshot

Database Management Systems

inferredcites →https://doi.org/10.1016/b978-1-55860-377-6.50048-7openalex-snapshot

NewsWeeder: Learning to Filter Netnews

inferredcites →https://doi.org/10.1017/s0269888904220203openalex-snapshot

Principles of Data Mining by David J. Hand, Heikki Mannila and Padhraic Smyth, MIT Press, 546 pp., £34.50, ISBN 0-262-08290-X

inferredcites →https://doi.org/10.1023/a:1006544522159openalex-snapshot

A Framework for Collaborative, Content-Based and Demographic Filtering

inferredcites →https://doi.org/10.1023/a:1006559212014openalex-snapshot

Locally Weighted Learning

inferredcites →https://doi.org/10.1023/a:1007369909943openalex-snapshot

Learning and Revising User Profiles: The Identification of Interesting Web Sites

inferredcites →https://doi.org/10.1023/a:1009839827683openalex-snapshot

Expert-Driven Validation of Rule-Based User Models in Personalization Applications

inferredcites →https://doi.org/10.1023/a:1011419012209openalex-snapshot

Eigentaste: A Constant Time Collaborative Filtering Algorithm

inferredcites →https://doi.org/10.1023/a:1026501525781openalex-snapshot

User Modeling for Adaptive News Access

inferredcites →https://doi.org/10.1038/087345a0openalex-snapshot

An Introduction to the Theory of Statistics

inferredcites →https://doi.org/10.1080/088395197118109openalex-snapshot

Learn sesame a learning agent engine

inferredcites →https://doi.org/10.1086/208758openalex-snapshot

Task Complexity and Contingent Processing in Brand Choice

inferredcites →https://doi.org/10.1108/eb026588openalex-snapshot

AUTOMATIC INDEXING

inferredcites →https://doi.org/10.1109/4236.968830openalex-snapshot

Content-independent task-focused recommendation

inferredcites →https://doi.org/10.1109/icdm.2002.1183878openalex-snapshot

Proceedings 2002 IEEE International Conference on Data Mining. ICDM 2002

inferredcites →https://doi.org/10.1109/icdm.2002.1184025openalex-snapshot

Using sequential and non-sequential patterns in predictive Web usage mining tasks

inferredcites →https://doi.org/10.1109/sfcs.1998.743517openalex-snapshot

Recommendation systems: a probabilistic analysis

inferredcites →https://doi.org/10.1142/9789814583312_0030openalex-snapshot

LOCAL MODELING: DENSITY ESTIMATION AND NONPARAMETRIC REGRESSION

inferredcites →https://doi.org/10.1145/1273496openalex-snapshot

Proceedings of the 24th international conference on Machine learning

inferredcites →https://doi.org/10.1145/1401890openalex-snapshot

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

inferredcites →https://doi.org/10.1145/192844.192905openalex-snapshot

GroupLens

inferredcites →https://doi.org/10.1145/223904.223929openalex-snapshot

Recommending and evaluating choices in a virtual community of use

inferredcites →https://doi.org/10.1145/223904.223931openalex-snapshot

Social information filtering

inferredcites →https://doi.org/10.1145/245108.245122openalex-snapshot

PHOAKS

inferredcites →https://doi.org/10.1145/245108.245124openalex-snapshot

Fab

inferredcites →https://doi.org/10.1145/245108.245126openalex-snapshot

GroupLens

inferredcites →https://doi.org/10.1145/248603.248616openalex-snapshot

An overview of data warehousing and OLAP technology

inferredcites →https://doi.org/10.1145/312129.312230openalex-snapshot

Horting hatches an egg

inferredcites →https://doi.org/10.1145/3130348.3130372openalex-snapshot

An Algorithmic Framework for Performing Collaborative Filtering

inferredcites →https://doi.org/10.1145/331403.331413openalex-snapshot

Workshop on recommender systems

inferredcites →https://doi.org/10.1145/336597.336662openalex-snapshot

Content-based book recommending using learning for text categorization

inferredcites →https://doi.org/10.1145/347090.347094openalex-snapshot

Hancock

inferredcites →https://doi.org/10.1145/371920.372071openalex-snapshot

Item-based collaborative filtering recommendation algorithms

inferredcites →https://doi.org/10.1145/959258.959260openalex-snapshot

Implicit feedback for inferring user preference

inferredcites →https://doi.org/10.1145/963770.963775openalex-snapshot

Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering

inferredcites →https://doi.org/10.1287/ijoc.15.2.171.14445openalex-snapshot

A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis

inferredcites →https://doi.org/10.1287/mksc.15.4.321openalex-snapshot

The Value of Purchase History Data in Target Marketing

inferredcites →https://doi.org/10.1509/jmkr.37.3.363.18779openalex-snapshot

Internet Recommendation Systems

inferredcites →https://doi.org/10.21236/ada439541openalex-snapshot

Application of Dimensionality Reduction in Recommender System - A Case Study

inferredcites →https://doi.org/10.2307/2286195openalex-snapshot

Introduction to the Theory of Statistics, 3rd ed.

inferredcites →https://doi.org/10.2307/2287213openalex-snapshot

Regression Analysis by Example.

inferredcites →https://doi.org/10.4324/9781003519577-16openalex-snapshot

Artificial Intelligence

inferredcites →https://doi.org/10.48550/arxiv.1301.3885openalex-snapshot

Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach

inferredcites →https://doi.org/10.48550/arxiv.1301.7363openalex-snapshot

Empirical Analysis of Predictive Algorithms for Collaborative Filtering

inferredcites →https://doi.org/10.5040/9781501304293.ch-012openalex-snapshot

Consumer Decision Making

inferredcites →https://doi.org/10.5860/choice.49-3305openalex-snapshot

Data mining: concepts and techniques

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Service Semantics, Structure, and Design

inferred← citeshttps://doi.org/10.2139/ssrn.2307109openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.2880779openalex-extracted

When and How to Diversify A Multi-Category Utility Model of Consumer Response to Content Recommendations

inferred← citeshttps://doi.org/10.2139/ssrn.3199062openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.3778939openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4160310openalex-extracted

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e ‐Commerce Recommender Systems

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Measuring and Managing Performance

inferred← citeshttps://doi.org/10.1002/9781119711582.ch1openalex-snapshot

An Introduction to Basic Concepts on Recommender Systems

inferred← citeshttps://doi.org/10.1002/asi.23992openalex-snapshot

Temporal patterns of the online video viewing behavior of smart TV viewers

inferred← citeshttps://doi.org/10.1002/cae.20373openalex-snapshot

Personal recommendation based on a user's understanding

inferred← citeshttps://doi.org/10.1002/spe.2467openalex-snapshot

In‐memory distributed software solution to improve the performance of recommender systems

inferred← citeshttps://doi.org/10.1002/widm.1160openalex-snapshot

An overview on the exploitation of time in collaborative filtering

inferred← citeshttps://doi.org/10.1002/widm.1201openalex-snapshot

Tensor methods and recommender systems

inferred← citeshttps://doi.org/10.1007/11735106_64openalex-snapshot

Learning Links Between a User’s Calendar and Information Needs

inferred← citeshttps://doi.org/10.1007/11837862_14openalex-snapshot

Measuring Performance in the Retail Industry (Position Paper)

inferred← citeshttps://doi.org/10.1007/11951957_26openalex-snapshot

Multicontext-Aware Recommendation for Ubiquitous Commerce

inferred← citeshttps://doi.org/10.1007/978-0-387-85820-3_1openalex-snapshot

Introduction to Recommender Systems Handbook

inferred← citeshttps://doi.org/10.1007/978-0-387-85820-3_11openalex-snapshot

Matching Recommendation Technologies and Domains

inferred← citeshttps://doi.org/10.1007/978-0-387-85820-3_22openalex-snapshot

Aggregation of Preferences in Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-0-387-85820-3_24openalex-snapshot

Multi-Criteria Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-0-387-85820-3_7openalex-snapshot

Context-Aware Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-1-0716-2197-4_6openalex-snapshot

Context-Aware Recommender Systems: From Foundations to Recent Developments

inferred← citeshttps://doi.org/10.1007/978-1-4471-5301-6_8openalex-snapshot

A Context-Aware Shopping Portal Based on Semantic Models

inferred← citeshttps://doi.org/10.1007/978-1-4614-4361-2_4openalex-snapshot

Challenges and Outlook

inferred← citeshttps://doi.org/10.1007/978-1-4614-6170-8_122openalex-snapshot

Social Network Datasets

inferred← citeshttps://doi.org/10.1007/978-1-4614-6170-8_88openalex-snapshot

Recommender Systems: Models and Techniques

inferred← citeshttps://doi.org/10.1007/978-1-4614-6880-6_12openalex-snapshot

Music Recommendation Based on Label Correlation

inferred← citeshttps://doi.org/10.1007/978-1-4614-7163-9_122-1openalex-snapshot

Social Network Datasets

inferred← citeshttps://doi.org/10.1007/978-1-4614-7163-9_88-1openalex-snapshot

Recommender Systems: Models and Techniques

inferred← citeshttps://doi.org/10.1007/978-1-4899-7637-6_23openalex-snapshot

Aggregation Functions for Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-1-4899-7637-6_25openalex-snapshot

Multi-Criteria Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-1-4899-7637-6_4openalex-snapshot

Semantics-Aware Content-Based Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-1-4899-7637-6_6openalex-snapshot

Context-Aware Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-1-4939-7131-2_122openalex-snapshot

Social Network Datasets

inferred← citeshttps://doi.org/10.1007/978-1-4939-7131-2_88openalex-snapshot

Recommender Systems: Models and Techniques

inferred← citeshttps://doi.org/10.1007/978-3-030-01421-6_32openalex-snapshot

Con-CNAME: A Contextual Multi-armed Bandit Algorithm for Personalized Recommendations

inferred← citeshttps://doi.org/10.1007/978-3-030-03062-9_3openalex-snapshot

The UbiCARS Model-Driven Framework: Automating Development of Recommender Systems for Commerce

inferred← citeshttps://doi.org/10.1007/978-3-030-05090-0_32openalex-snapshot

CBPF: Leveraging Context and Content Information for Better Recommendations

inferred← citeshttps://doi.org/10.1007/978-3-030-05324-6_26-1openalex-snapshot

Recommender Systems in Tourism

inferred← citeshttps://doi.org/10.1007/978-3-030-14680-1_64openalex-snapshot

A Collaborative Filtering Algorithm for Hierarchical Filtering of Neighbors Based on Users’ Interest

inferred← citeshttps://doi.org/10.1007/978-3-030-15235-2_163openalex-snapshot

A Review of Context-Based Personalized Recommendation Research

inferred← citeshttps://doi.org/10.1007/978-3-030-30146-0_44openalex-snapshot

Towards Efficient Pairwise Ranking for Service Using Multidimensional Classification

inferred← citeshttps://doi.org/10.1007/978-3-030-30809-4_19openalex-snapshot

Using User Contextual Profile for Recommendation in Collaborations

inferred← citeshttps://doi.org/10.1007/978-3-030-37337-5_40openalex-snapshot

Research on Collaborative Filtering Recommendation Method Based on Context and User Credibility

inferred← citeshttps://doi.org/10.1007/978-3-030-38919-2_28openalex-snapshot

POI Recommendation Based on Locality-Specific Seasonality and Long-Term Trends

inferred← citeshttps://doi.org/10.1007/978-3-030-43192-1_21openalex-snapshot

Challenges and Solutions in Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-030-48652-5_26openalex-snapshot

Recommender Systems in Tourism

inferred← citeshttps://doi.org/10.1007/978-3-030-53829-3_14openalex-snapshot

Contextual Adaptative Interfaces for Industry 4.0

inferred← citeshttps://doi.org/10.1007/978-3-030-66450-3_2openalex-snapshot

Recommender Systems in Healthcare: A Socio-Technical Systems Approach

inferred← citeshttps://doi.org/10.1007/978-3-030-72113-8_40openalex-snapshot

Causality-Aware Neighborhood Methods for Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-030-75004-6_13openalex-snapshot

A Web Platform and a Context Aware Recommender System for Active Sport Events

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Centralised Quality of Experience and Service Framework Using PROMETHEE-II for Cloud Provider Selection

inferred← citeshttps://doi.org/10.1007/978-3-030-80599-9_28openalex-snapshot

Using Document Embeddings for Background Linking of News Articles

inferred← citeshttps://doi.org/10.1007/978-3-030-85977-0_8openalex-snapshot

Analyzing Performances of Three Context-Aware Collaborator Recommendation Algorithms in Terms of Accuracy and Time Efficiency

inferred← citeshttps://doi.org/10.1007/978-3-030-90639-9_64openalex-snapshot

A Knowledge-Based Recommender System for Mortgage Lending

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Aggregating Fuzzy Sentiments with Customized QoS Parameters for Cloud Provider Selection Using Fuzzy Best Worst and Fuzzy TOPSIS

inferred← citeshttps://doi.org/10.1007/978-3-031-08246-7_15openalex-snapshot

Emotion Detection in Learning Environments Using Facial Expressions: A Brief Review

inferred← citeshttps://doi.org/10.1007/978-3-031-18483-3_7openalex-snapshot

Contextual Recommender Systems in Business from Models to Experiments

inferred← citeshttps://doi.org/10.1007/978-3-031-21743-2_51openalex-snapshot

Improvement Graph Convolution Collaborative Filtering with Weighted Addition Input

inferred← citeshttps://doi.org/10.1007/978-3-031-33080-3_22openalex-snapshot

Context-Aware Recommender Systems: Aggregation-Based Dimensionality Reduction

inferred← citeshttps://doi.org/10.1007/978-3-031-33309-5_2openalex-snapshot

A New Context-Based Factorization Machines for Context-Aware Recommender Systems

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The Synergies of Context and Data Aging in Recommendations

inferred← citeshttps://doi.org/10.1007/978-3-031-61315-9_14openalex-snapshot

UX-Optimized Lottery Customer Acquisition Processes Through Automated Content Creation: Framework of an Industry-University Cooperation

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Agriculture Recommendation System Using Collaborative Filtering

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AUTO-DataGenCARS+: An Advanced User-Oriented Tool to Generate Data for the Evaluation of Recommender Systems

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Bias Evaluation in Contextual Machine Learning

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Building an Ontology-Based Framework for Tourism Recommendation Services

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An Automated Approach for Deriving Semantic Annotations of Tourism Products based on Geospatial Information

inferred← citeshttps://doi.org/10.1007/978-3-319-00569-0_12openalex-snapshot

Providing Event Recommendations in Educational Scenarios

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Exploiting Cloud Technologies and Context Information for Recommending Touristic Paths

inferred← citeshttps://doi.org/10.1007/978-3-319-01863-8_40openalex-snapshot

Mathematical Methods of Tensor Factorization Applied to Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-319-03844-5_59openalex-snapshot

A Fuzzy Approach to Multidimensional Context Aware e-Learning Recommender System

inferred← citeshttps://doi.org/10.1007/978-3-319-07353-8_66openalex-snapshot

Data Prediction Based on User Preference

inferred← citeshttps://doi.org/10.1007/978-3-319-08786-3_34openalex-snapshot

Combining Distributional Semantics and Entity Linking for Context-Aware Content-Based Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-319-08786-3_44openalex-snapshot

Hybrid Solution of the Cold-Start Problem in Context-Aware Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-319-08786-3_6openalex-snapshot

Recommendation Based on Contextual Opinions

inferred← citeshttps://doi.org/10.1007/978-3-319-10353-2_4openalex-snapshot

Smart Space-Based Tourist Recommendation System

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Towards a Context-Aware Mobile Recommendation Architecture

inferred← citeshttps://doi.org/10.1007/978-3-319-11116-2_28openalex-snapshot

Recommendation Based on Frequent N-adic Concepts

inferred← citeshttps://doi.org/10.1007/978-3-319-11575-7_11openalex-snapshot

Towards Attentive In-Store Recommender Systems

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A Context-Aware Recommender System with a Cognition Inspired Model

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Case Study IV: Recommender System Using Scalding and Spark

inferred← citeshttps://doi.org/10.1007/978-3-319-20062-0_12openalex-snapshot

Context Awareness in Pervasive Information Management

inferred← citeshttps://doi.org/10.1007/978-3-319-21042-1_21openalex-snapshot

Adaptive Temporal Model for IPTV Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-319-23461-8_12openalex-snapshot

Watch-It-Next: A Contextual TV Recommendation System

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Identifying Context Information in Datasets

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Designing Context Models for CARS Incorporating Partially Observable Context

inferred← citeshttps://doi.org/10.1007/978-3-319-27478-2_5openalex-snapshot

Using Appropriate Context Models for CARS Context Modelling

inferred← citeshttps://doi.org/10.1007/978-3-319-29659-3_11openalex-snapshot

Social and Trust-Centric Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-319-29659-3_8openalex-snapshot

Context-Sensitive Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-319-29659-3_9openalex-snapshot

Time- and Location-Sensitive Recommender Systems

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A Design of Context-Aware Framework for Conditional Preferences of Group of Users

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A Survey on Web Service Mining Using QoS and Recommendation Based on Multidimensional Approach

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Random Partition Factorization Machines for Context-Aware Recommendations

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An Improved Context-Aware Recommender Algorithm

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TRSO: A Tourism Recommender System Based on Ontology

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A Self-Adaptive Context-Aware Group Recommender System

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Mood-Based On-Car Music Recommendations

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TourismShare

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An Exponential Time-Aware Recommendation Model for Mobile Notification Services

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A Recommender System for Multimedia Art Collections

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SemCoTrip: A Variety-Seeking Model for Recommending Travel Activities in a Composite Trip

inferred← citeshttps://doi.org/10.1007/978-3-319-60438-1_16openalex-snapshot

User-Based Context Modeling for Music Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-319-63004-5_1openalex-snapshot

Context-Aware Recommender Systems Based on Item-Grain Context Clustering

inferred← citeshttps://doi.org/10.1007/978-3-319-66562-7_6openalex-snapshot

Exploiting Context Information to Improve the Precision of Recommendation Systems in Retailing

inferred← citeshttps://doi.org/10.1007/978-3-319-66996-0_2openalex-snapshot

Understanding Benefits and Limitations of Unstructured Data Collection for Repurposing Organizational Data

inferred← citeshttps://doi.org/10.1007/978-3-319-70087-8_83openalex-snapshot

Large-Scale Bandit Approaches for Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-319-95171-3_23openalex-snapshot

Recommendations with Sparsity Based Weighted Context Framework

inferred← citeshttps://doi.org/10.1007/978-3-319-99368-3_31openalex-snapshot

Exploring GTRS Based Recommender Systems with Users of Different Rating Patterns

inferred← citeshttps://doi.org/10.1007/978-3-540-45228-7_15openalex-snapshot

Recent Developments in Web Usage Mining Research

inferred← citeshttps://doi.org/10.1007/978-3-540-69478-6_9openalex-snapshot

Unobtrusive Dynamic Modelling of TV Program Preferences in a Household

inferred← citeshttps://doi.org/10.1007/978-3-540-71496-5_84openalex-snapshot

A Layered Approach to Context-Dependent User Modelling

inferred← citeshttps://doi.org/10.1007/978-3-540-73078-1_42openalex-snapshot

Context-Dependent User Modelling for Smart Homes

inferred← citeshttps://doi.org/10.1007/978-3-540-74255-5_28openalex-snapshot

User Profiling with Hierarchical Context: An e-Retailer Case Study

inferred← citeshttps://doi.org/10.1007/978-3-540-74951-6_8openalex-snapshot

Contextual Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-540-76993-4_15openalex-snapshot

Time Filtering for Better Recommendations with Small and Sparse Rating Matrices

inferred← citeshttps://doi.org/10.1007/978-3-540-78308-4_7openalex-snapshot

An Intelligent Recommender System for Web Resource Discovery and Selection

inferred← citeshttps://doi.org/10.1007/978-3-540-79140-9_4openalex-snapshot

Context-Aware Web Content Adaptation for Mobile User Agents

inferred← citeshttps://doi.org/10.1007/978-3-540-85717-4_14openalex-snapshot

Web Behaviormetric User Profiling Concept

inferred← citeshttps://doi.org/10.1007/978-3-642-00670-8_20openalex-snapshot

Improve Recommendation Quality with Item Taxonomic Information

inferred← citeshttps://doi.org/10.1007/978-3-642-01507-6_86openalex-snapshot

Application of Item Response Theory to Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/978-3-642-01818-3_12openalex-snapshot

Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model

inferred← citeshttps://doi.org/10.1007/978-3-642-01891-6_7openalex-snapshot

Item Weighting Techniques for Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/978-3-642-02247-0_28openalex-snapshot

Collaborative Filtering Is Not Enough? Experiments with a Mixed-Model Recommender for Leisure Activities

inferred← citeshttps://doi.org/10.1007/978-3-642-03964-5_32openalex-snapshot

Comparing Pre-filtering and Post-filtering Approach in a Collaborative Contextual Recommender System: An Application to E-Commerce

inferred← citeshttps://doi.org/10.1007/978-3-642-04265-2_15openalex-snapshot

Personalized Context-Aware Collaborative Filtering Based on Neural Network and Slope One

inferred← citeshttps://doi.org/10.1007/978-3-642-04747-3_31openalex-snapshot

A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks

inferred← citeshttps://doi.org/10.1007/978-3-642-05039-8_1openalex-snapshot

Addressing Challenges of Ubiquitous User Modeling: Between Mediation and Semantic Integration

inferred← citeshttps://doi.org/10.1007/978-3-642-11224-9_3openalex-snapshot

Developing an Adaptive Learning Based Tourism Information System Using Ant Colony Metaphor

inferred← citeshttps://doi.org/10.1007/978-3-642-11745-9_25openalex-snapshot

Personality Diagnosis for Personalized eHealth Services

inferred← citeshttps://doi.org/10.1007/978-3-642-12607-9_29openalex-snapshot

Context-Aware Recommendations in Decentralized, Item-Based Collaborative Filtering on Mobile Devices

inferred← citeshttps://doi.org/10.1007/978-3-642-14125-6_20openalex-snapshot

Discerning Relevant Model Features in a Content-based Collaborative Recommender System

inferred← citeshttps://doi.org/10.1007/978-3-642-14883-5_8openalex-snapshot

First Steps towards Implicit Feedback for Recommender Systems in Electronic Books

inferred← citeshttps://doi.org/10.1007/978-3-642-15405-8_11openalex-snapshot

Exploiting Contextual Information from Event Logs for Personalized Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-642-16898-7_2openalex-snapshot

Related Work

inferred← citeshttps://doi.org/10.1007/978-3-642-17616-6_30openalex-snapshot

Modeling Multiple Users’ Purchase over a Single Account for Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/978-3-642-18029-3_5openalex-snapshot

Experiments in Bayesian Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-642-20152-3_31openalex-snapshot

A Framework for Semantic Recommendations in Situational Applications

inferred← citeshttps://doi.org/10.1007/978-3-642-23190-2_8openalex-snapshot

Design and Implementation of a Context-Aware Guide Application “Kagurazaka Explorer”

inferred← citeshttps://doi.org/10.1007/978-3-642-23620-4_25openalex-snapshot

A Context-Aware Recommender System for M-Commerce Applications

inferred← citeshttps://doi.org/10.1007/978-3-642-24198-7_9openalex-snapshot

Using Context-Aware Collaborative Filtering for POI Recommendations in Mobile Guides

inferred← citeshttps://doi.org/10.1007/978-3-642-25694-3_1openalex-snapshot

Social Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-642-28073-3_20openalex-snapshot

A Recommendation Model for Handling Dynamics in User Profile

inferred← citeshttps://doi.org/10.1007/978-3-642-28509-7_32openalex-snapshot

Impact of Implicit and Explicit Affective Labeling on a Recommender System’s Performance

inferred← citeshttps://doi.org/10.1007/978-3-642-29426-6_28openalex-snapshot

Exploiting Space-Time Status for Service Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-642-30864-2_15openalex-snapshot

A Context-Aware Mobile Recommender System Based on Location and Trajectory

inferred← citeshttps://doi.org/10.1007/978-3-642-31454-4_39openalex-snapshot

Detecting, Acquiring and Exploiting Contextual Information in Personalized Services

inferred← citeshttps://doi.org/10.1007/978-3-642-32273-0_9openalex-snapshot

Multi-criteria Ratings for Recommender Systems: An Empirical Analysis in the Tourism Domain

inferred← citeshttps://doi.org/10.1007/978-3-642-32584-7_20openalex-snapshot

Polarities, Axiallities and Marketability of Items

inferred← citeshttps://doi.org/10.1007/978-3-642-32597-7_29openalex-snapshot

A Framework for Time-Aware Recommendations

inferred← citeshttps://doi.org/10.1007/978-3-642-33326-2_7openalex-snapshot

Recommender Systems: Sources of Knowledge and Evaluation Metrics

inferred← citeshttps://doi.org/10.1007/978-3-642-33486-3_5openalex-snapshot

Fast ALS-Based Tensor Factorization for Context-Aware Recommendation from Implicit Feedback

inferred← citeshttps://doi.org/10.1007/978-3-642-33999-8_11openalex-snapshot

Contextual Recommendations for Groups

inferred← citeshttps://doi.org/10.1007/978-3-642-34707-8_36openalex-snapshot

Advance Missing Data Processing for Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/978-3-642-34952-2_16openalex-snapshot

A Recommendation System for Browsing of Multimedia Collections in the Internet of Things

inferred← citeshttps://doi.org/10.1007/978-3-642-35527-1_57openalex-snapshot

Topic-Centric Recommender Systems for Bibliographic Datasets

inferred← citeshttps://doi.org/10.1007/978-3-642-37015-1_69openalex-snapshot

Location Context Aware Collective Filtering Algorithm

inferred← citeshttps://doi.org/10.1007/978-3-642-37932-1_11openalex-snapshot

Context-Aware Advertising in Pervasive Computing Environment

inferred← citeshttps://doi.org/10.1007/978-3-642-38061-7_18openalex-snapshot

Emotion-Based Recommender System for Overcoming the Problem of Information Overload

inferred← citeshttps://doi.org/10.1007/978-3-642-38333-5_6openalex-snapshot

Contextual Modelling in Context-Aware Recommender Systems: A Generic Approach

inferred← citeshttps://doi.org/10.1007/978-3-642-38844-6_13openalex-snapshot

Recommendation with Differential Context Weighting

inferred← citeshttps://doi.org/10.1007/978-3-642-38844-6_14openalex-snapshot

Exploiting the Semantic Similarity of Contextual Situations for Pre-filtering Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-642-39878-0_12openalex-snapshot

Contextual eVSM: A Content-Based Context-Aware Recommendation Framework Based on Distributional Semantics

inferred← citeshttps://doi.org/10.1007/978-3-642-39878-0_13openalex-snapshot

Context-Aware Movie Recommendations: An Empirical Comparison of Pre-filtering, Post-filtering and Contextual Modeling Approaches

inferred← citeshttps://doi.org/10.1007/978-3-642-40495-5_68openalex-snapshot

QORECT – A Case-Based Framework for Quality-Based Recommending Open Courseware and Open Educational Resources

inferred← citeshttps://doi.org/10.1007/978-3-642-40511-2_29openalex-snapshot

Mobile Movie Recommendations with Linked Data

inferred← citeshttps://doi.org/10.1007/978-3-642-40643-0_5openalex-snapshot

A Contextual Modeling Approach for Model-Based Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-642-41221-9_6openalex-snapshot

A Framework for Modeling, Computing and Presenting Time-Aware Recommendations

inferred← citeshttps://doi.org/10.1007/978-3-642-41230-1_11openalex-snapshot

Towards Context-Aware Social Recommendation via Trust Networks

inferred← citeshttps://doi.org/10.1007/978-3-642-41230-1_12openalex-snapshot

Personalized Recommendation on Multi-Layer Context Graph

inferred← citeshttps://doi.org/10.1007/978-3-662-44300-2_15openalex-snapshot

Context and Activity Recognition for Personalized Mobile Recommendations

inferred← citeshttps://doi.org/10.1007/978-3-662-45237-0_23openalex-snapshot

An Approach for Integrating Multidimensional Database into Context-Aware Recommender System

inferred← citeshttps://doi.org/10.1007/978-3-662-46315-4_4openalex-snapshot

A Novel Recommendation Relevancy Measure for Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/978-81-322-2757-1_2openalex-snapshot

An Effective Approach for Providing Diverse and Serendipitous Recommendations

inferred← citeshttps://doi.org/10.1007/978-981-10-0557-2_112openalex-snapshot

Recommender Systems: Issues, Challenges, and Research Opportunities

inferred← citeshttps://doi.org/10.1007/978-981-10-0748-4_1openalex-snapshot

Introduction

inferred← citeshttps://doi.org/10.1007/978-981-10-5373-3openalex-snapshot

Context-Aware Collaborative Prediction

inferred← citeshttps://doi.org/10.1007/978-981-10-5373-3_6openalex-snapshot

Performance of Different Collaborative Prediction Tasks

inferred← citeshttps://doi.org/10.1007/978-981-10-7098-3_2openalex-snapshot

Context Similarity Measurement Based on Genetic Algorithm for Improved Recommendations

inferred← citeshttps://doi.org/10.1007/978-981-13-1274-8_28openalex-snapshot

A Personalized Context-Aware Recommender System Based on User-Item Preferences

inferred← citeshttps://doi.org/10.1007/978-981-13-1822-1_35openalex-snapshot

Weighted Percentile-Based Context-Aware Recommender System

inferred← citeshttps://doi.org/10.1007/978-981-13-2348-5_21openalex-snapshot

An Improved Similarity Measure to Alleviate Sparsity Problem in Context-Aware Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-981-15-1420-3_188openalex-snapshot

A Deep Learning Sentiment Primarily Based Intelligent Product Recommendation System

inferred← citeshttps://doi.org/10.1007/978-981-15-1922-2_6openalex-snapshot

A Personalized Collaborative Filtering Recommendation System of Network Document Resource Based on Knowledge Graph

inferred← citeshttps://doi.org/10.1007/978-981-15-8462-6_55openalex-snapshot

A Mobile E-Commerce Recommendation Algorithm Based on Data Analysis

inferred← citeshttps://doi.org/10.1007/978-981-16-2377-6_51openalex-snapshot

Multi-Agent-Based Recommender Systems: A Literature Review

inferred← citeshttps://doi.org/10.1007/978-981-16-6667-4_2openalex-snapshot

Literature Review and Theoretical Foundation

inferred← citeshttps://doi.org/10.1007/978-981-16-9669-5_43openalex-snapshot

Context Dependency with User Action in Recommendation System

inferred← citeshttps://doi.org/10.1007/978-981-19-2719-5_68openalex-snapshot

The State of the Art Techniques in Recommendation Systems

inferred← citeshttps://doi.org/10.1007/978-981-4585-18-7_27openalex-snapshot

The Social Network Role in Improving Recommendation Performance of Collaborative Filtering

inferred← citeshttps://doi.org/10.1007/978-981-92-0074-0_26openalex-snapshot

EBC-CARS: Energy-Based Context-Aware Recommendation with Energy Distance

inferred← citeshttps://doi.org/10.1007/978-981-97-0538-2_2openalex-snapshot

Overview of Recommendation Systems

inferred← citeshttps://doi.org/10.1007/s00287-011-0523-1openalex-snapshot

Situationsgerechtes Recommending

inferred← citeshttps://doi.org/10.1007/s00521-009-0283-xopenalex-snapshot

Utilizing learning process to improve recommender system for group learning support

inferred← citeshttps://doi.org/10.1007/s00530-009-0157-1openalex-snapshot

Unobtrusive dynamic modelling of TV programme preferences in a Finnish household

inferred← citeshttps://doi.org/10.1007/s00530-020-00717-xopenalex-snapshot

How does context influence music preferences: a user-based study of the effects of contextual information on users’ preferred music

inferred← citeshttps://doi.org/10.1007/s00607-013-0351-zopenalex-snapshot

Ubiquitous recommender systems

inferred← citeshttps://doi.org/10.1007/s00607-017-0572-7openalex-snapshot

A systematic mapping on adaptive recommender approaches for ubiquitous environments

inferred← citeshttps://doi.org/10.1007/s00607-020-00876-9openalex-snapshot

Context-aware recommender system using trust network

showing the first 200 of 1049

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