Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.4

Submission
Last date
28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL
PaperId: :  3861
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 2 2017
DUI:    16.0415/IJARIIE-3861
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
C. DharaniPrince Shri Venkateshwara Padmavathy Engineering College,Tamilnadu, India
Mahalashmy.MPrince Shri Venkateshwara Padmavathy Engineering College,Tamilnadu, India

Abstract

Computer Enginnering
Recommender systems,context aware recommendations ,contextual operation ,context representation.
With the rapid growth of information on the internet, recommender systems become fundamental for helping users alleviate the problem of information overload.Since contextual information can be used as a significant factor in modeling user behavior, context modeling various context-aware recommendation methods are proposed. However, the context modeling methods treat contexts as other dimensions similar to the dimensions of users and items, and cannot capture the special semantic operation of contexts.On the other hand, some works on multi-domain relation prediction can be used for the context-aware recommendation, but they have problems in generating recommendation under a large amount of contextual information.In this work, pro-pose Contextual Operating Tensor(COT) model, which represents the common semantic effects of contexts as a contextual operating tensor and represents a context as a latent vector. Then, to model the semantic operation of a context combination, we generate a contextual operating matrix from the contextual operating tensor and latent vectors of Contexts. Thus latent vectors of users and items can be operated by the contextual operating matrices. Experimental results show that the proposed COTmodelyields significant improvements over the competitive compared methods on three typical datasets,i.e., Food, MdatasetsAccommodation and MovM data sets.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE C. Dharani, and Mahalashmy.M. "A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 2 2017 Page 1-8
MLA C. Dharani, and Mahalashmy.M. "A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL." International Journal Of Advance Research And Innovative Ideas In Education 3.2(2017) : 1-8.
APA C. Dharani, & Mahalashmy.M. (2017). A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL. International Journal Of Advance Research And Innovative Ideas In Education, 3(2), 1-8.
Chicago C. Dharani, and Mahalashmy.M. "A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 2 (2017) : 1-8.
Oxford C. Dharani, and Mahalashmy.M. 'A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, 2017, p. 1-8. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_FILTERING_BUBBLE_TECHNIQUE_FOR_A_RECOMMENDER_SYSTEM_USING_COT_MODEL_ijariie3861.pdf (Accessed : 04 October 2018).
Harvard C. Dharani, and Mahalashmy.M. (2017) 'A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL', International Journal Of Advance Research And Innovative Ideas In Education, 3(2), pp. 1-8IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_FILTERING_BUBBLE_TECHNIQUE_FOR_A_RECOMMENDER_SYSTEM_USING_COT_MODEL_ijariie3861.pdf (Accessed : 04 October 2018)
IEEE C. Dharani, and Mahalashmy.M, "A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 2, pp. 1-8, Mar-App 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_FILTERING_BUBBLE_TECHNIQUE_FOR_A_RECOMMENDER_SYSTEM_USING_COT_MODEL_ijariie3861.pdf [Accessed : 04 October 2018].
Turabian C. Dharani, and Mahalashmy.M. "A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 2 (04 October 2018).
Vancouver C. Dharani, and Mahalashmy.M. A FILTERING BUBBLE TECHNIQUE FOR A RECOMMENDER SYSTEM USING COT MODEL. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 04 October 2018]; 3(2) : 1-8. Available from: http://ijariie.com/AdminUploadPdf/A_FILTERING_BUBBLE_TECHNIQUE_FOR_A_RECOMMENDER_SYSTEM_USING_COT_MODEL_ijariie3861.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 10/4/2018 11:26:47 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Skin Cancer Detection through Neural Network on Federated LearningComputer ScienceKavya Shree A S Download
Analyzing Member Engagement through Business Intelligence: A Metabase-Driven Dashboard for Registrations, Redemptions, and TransactionsData AnalyticsAnusha S Download
Detection of fake news using Machine Learning techniquesComputer ApplicationsJanani S R Download
MACHINE LEARNING-BASED STRESS DETECTION USING PHYSIOLOGICAL SIGNALS FROM WEARABLE SENSORSComputer Science and EngineeringAkash S K Download
Optimizing Resource Allocation and Task Offloading for Real-Time IoT ApplicationsComputer ApplicationsDhanush M Download
Examining Human-Computer Interaction in Social Media PlatformsComputer ApplicationsTanuja A Download
Interpretable Multimodal Machine Learning for Early Stroke Risk‬ ‭ Prediction in Atrial Fibrillation PatientsComputer Science and EngineeringAnand Hadapad Download
5G and IoT Integration for Smart CitiesComputer EngineeringYathish K J Download
Design and Development of Automated User Responsive Assistant (AURA) or Kinetically Responsive Intelligent Assistant (KRIA) RobotArtificial IntelligenceChandana S Download
Ethical Hacking: Proactive Security Against Cybercrimecomputer engineeringShahapuram Ritika Download
Cyber Security For Wearable Health Devicescomputer Engineering Jenitha H S Download
Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical ChallengesTechnologyKhanh Pham Duy Download
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.