NDLI: Personalized, interactive tag recommendation for flickr

Please wait, while we are loading the content...

Boosting collaborative filtering based on statistical prediction errors

Tag recommendations based on tensor dimensionality reduction

A cross-cultural user evaluation of product recommender interfaces

Incremental probabilistic latent semantic analysis for automatic question recommendation

Avoiding monotony: improving the diversity of recommendation lists

Integrating tags in a semantic content-based recommender

Can people collaborate to improve the relevance of search results?

Exploiting contextual information in recommender systems

Robust recommender systems

Computational advertising and recommender systems

The long tail of recommender systems and how to leverage it

Social ranking: uncovering relevant content using tag-based recommender systems

Personalized online document, image and video recommendation via commodity eye-tracking

Pfp: parallel fp-growth for query recommendation

A random walk method for alleviating the sparsity problem in collaborative filtering

CARD: a decision-guidance framework and application for recommending composite alternatives

Recommending scientific articles using citeulike

An independent platform for the monitoring, analysis and adaptation of web sites

Tutorial on recent progress in collaborative filtering

Tied boltzmann machines for cold start recommendations

Recommending topics for self-descriptions in online user profiles

Evaluation of an ontology-content based filtering method for a personalized newspaper

Critique graphs for catalogue navigation

A collaborative constraint-based meta-level recommender

A new approach to evaluating novel recommendations

The value of personalised recommender systems to e-business: a case study

Navigation support for learners in informal learning environments

Context-aware recommender systems

MobHinter: epidemic collaborative filtering and self-organization in mobile ad-hoc networks

Personalized, interactive tag recommendation for flickr

The information cost of manipulation-resistance in recommender systems

Crafting the initial user experience to achieve community goals

Improving top-n recommendation techniques using rating variance

Mining recommendations from the web

Unsupervised retrieval of attack profiles in collaborative recommender systems

Choosing attribute weights for item dissimilarity using clikstream data with an application to a product catalog map

PITTCULT: trust-based cultural event recommender

Flexible recommendations over rich data

A network performance recommendation process for advanced internet applications users

Who predicts better?: results from an online study comparing humans and an online recommender system

A recommender system to provide adaptive and inclusive standard-based support along the elearning life cycle

UTA-Rec: a recommender system based on multiple criteria analysis

Implications of psychological phenomenons for recommender systems

kNN CF: a temporal social network

Leveraging aggregate ratings for improving predictive performance of recommender systems

Three recommender approaches to interface controls reduction

Prototyping recommender systems in jcolibri

Online-updating regularized kernel matrix factorization models for large-scale recommender systems

Personalized recommendation in social tagging systems using hierarchical clustering

Matrix factorization and neighbor based algorithms for the netflix prize problem

Adaptive collaborative filtering

Personalized, interactive tag recommendation for flickr

Content Provider	ACM Digital Library
Author	Garg, Nikhil Weber, Ingmar
Abstract	We study the problem of personalized, interactive tag recommendation for Flickr: While a user enters/selects new tags for a particular picture, the system suggests related tags to her, based on the tags that she or other people have used in the past along with (some of) the tags already entered. The suggested tags are dynamically updated with every additional tag entered/selected. We describe a new algorithm, called Hybrid, which can be applied to this problem, and show that it outperforms previous algorithms. It has only a single tunable parameter, which we found to be very robust. Apart from this new algorithm and its detailed analysis, our main contributions are (i) a clean methodology which leads to conservative performance estimates, (ii) showing how classical classification algorithms can be applied to this problem, (iii) introducing a new cost measure, which captures the effort of the whole tagging process, (iv) clearly identifying, when purely local schemes (using only a user's tagging history) can or cannot be improved by global schemes (using everybody's tagging history).
Starting Page	67
Ending Page	74
Page Count	8
File Format	PDF
ISBN	9781605580937
DOI	10.1145/1454008.1454020
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2008-10-23
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Flickr Tag recommendation Tagging systems Tag co-occurrence
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Personalized tag suggestion for flickr

Personalized tag recommendation for Flickr users

Connecting comments and tags: improved modeling of social tagging systems

Using Tag Co-occurrence for Recommendation

Post-based collaborative filtering for personalized tag recommendation

Enhancing personalized recommendation in social tagging systems by tag expansion

Tagging and retrieving images with co-occurrence models: from corel to flickr

Flickr tag recommendation based on collective knowledge

Incorporating heterogeneous information for personalized tag recommendation in social tagging systems

Personalized, interactive tag recommendation for flickr

Similar Documents

Personalized tag suggestion for flickr

Personalized tag recommendation for Flickr users

Connecting comments and tags: improved modeling of social tagging systems

Using Tag Co-occurrence for Recommendation

Post-based collaborative filtering for personalized tag recommendation

Enhancing personalized recommendation in social tagging systems by tag expansion

Tagging and retrieving images with co-occurrence models: from corel to flickr

Flickr tag recommendation based on collective knowledge

Incorporating heterogeneous information for personalized tag recommendation in social tagging systems

Personalized, interactive tag recommendation for flickr