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

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Surve on “ Travel Recommendation Using POI of User
PaperId: :  8613
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 3 2018
DUI:    16.0415/IJARIIE-8613
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
dhanashri malispcoe otur,pune
jadhav poojaspcoe otur,pune
vaishali jadhavspcoe otur,pune
K . S. Korespcoe otur,pune

Abstract

computer engineering
Travel recommendation, Geo-tagged photos, social media, multimedia information retrieval, POI(Point of Interest), GPS, Collaborative Filtering (CF), Location-based
Big data increasingly benefit both research and industrial area such as health care, finance service and commercial recommendation. This paper presents a personalized travel sequence recommendation from both travelogues and community-contributed photos and the heterogeneous metadata (e.g., tags, geo-location, and date taken) associated with these photos. Unlike most existing travel recommendation approaches, our approach is not only personalized to user’s travel interest but also able to recommend a travel sequence rather than individual Points of Interest (POIs). Topical package space including representative tags, the distributions of cost, visiting time and visiting season of each topic, is mined to bridge the vocabulary gap between user travel preference and travel routes. We take advantage of the complementary of two kinds of social media: travelogue and community-contributed photos. We map both user’s and routes’ textual descriptions to the topical package space to get user topical package model and route topical package model (i.e., topical interest, cost, time and season). To recommend personalized POI sequence, first, famous routes are ranked according to the similarity between user package and route package. Then top ranked routes are further optimized by social similar users’ travel records. Representative images with viewpoint and seasonal diversity of POIs are shown to offer a more comprehensive impression. We evaluate our recommendation system on a collection of 7 million Flickr images uploaded by 7,387 users and 24,008 travelogues covering 864 travel POIs in 9 famous cities, and show its effectiveness. We also contribute a new dataset with more than 200K photos with heterogeneous metadata in 9 famous cities.

Citations

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

IJARIIE dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore. "Surve on “ Travel Recommendation Using POI of User" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 3 2018 Page 1500-1504
MLA dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore. "Surve on “ Travel Recommendation Using POI of User." International Journal Of Advance Research And Innovative Ideas In Education 4.3(2018) : 1500-1504.
APA dhanashri mali, jadhav pooja, vaishali jadhav, & K . S. Kore. (2018). Surve on “ Travel Recommendation Using POI of User. International Journal Of Advance Research And Innovative Ideas In Education, 4(3), 1500-1504.
Chicago dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore. "Surve on “ Travel Recommendation Using POI of User." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 3 (2018) : 1500-1504.
Oxford dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore. 'Surve on “ Travel Recommendation Using POI of User', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 3, 2018, p. 1500-1504. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Surve_on_“_Travel__Recommendation_Using__POI__of_User_ijariie8613.pdf (Accessed : ).
Harvard dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore. (2018) 'Surve on “ Travel Recommendation Using POI of User', International Journal Of Advance Research And Innovative Ideas In Education, 4(3), pp. 1500-1504IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Surve_on_“_Travel__Recommendation_Using__POI__of_User_ijariie8613.pdf (Accessed : )
IEEE dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore, "Surve on “ Travel Recommendation Using POI of User," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 3, pp. 1500-1504, May-Jun 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/Surve_on_“_Travel__Recommendation_Using__POI__of_User_ijariie8613.pdf [Accessed : ].
Turabian dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore. "Surve on “ Travel Recommendation Using POI of User." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 3 ().
Vancouver dhanashri mali, jadhav pooja, vaishali jadhav, and K . S. Kore. Surve on “ Travel Recommendation Using POI of User. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : ]; 4(3) : 1500-1504. Available from: http://ijariie.com/AdminUploadPdf/Surve_on_“_Travel__Recommendation_Using__POI__of_User_ijariie8613.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Securing Data in CloudComputer EngineeringJeevith M Download
A Review of Automated Plant Disease Detection Using Camera-Based Systems for Scalable Farm AutomationComputer EngineeringMohammed Taha Ahmed Download
ENHANCE ETHANOL PURITY WITH TEA POWDER ADSORBTIVE DISTILLATION.Chemical EngineeringKatore Tejas Download
IOT Enabled Smart Helmet For Miners SafetyComputer EngineeringDhruv Verma Download
Deep Learning Based Web Application for Hand Sign RecognitionComputer Engineering Mrs.Sonali Salunkhe Download
WIREFRAME INTERPRETATION AND FRONTEND CODE GENERATIONComputer EngineeringK. Archana Download
NEXT-GENERATION FIREWALLS: ADVANCING NETWORK SECURITY TO COMBAT EVOLVING AND SOPHISTICATED CYBER THREATSSecurity Network EngineerVenkata Surya Teja Gollapalli Download
Swarm Intelligence-Driven Adaptive Scheduling with Fuzzy Logic-Based Real-Time Optimization for Smart HospitalsComputer ScienceVisrutatma Rao Vallu Download
Enhancing E-Commerce Transaction Security with Big Data Analytics in Cloud ComputingCloud ComputingRajani Priya Nippatla Download
AI-Assisted Fabrication of Functionalized Nanoparticles for Infectious Disease Treatmentmachine learningNandan Kumar Download
Deep Neural Networks for Enhancing Nanoparticle Drug Release Kineticsmachine learningPavan Gowda Download
Multiscale Modelling of Nano-Drug Interactions Using Artificial Intelligencemachine learningSandhya. S Download
AI-Powered Control Systems for Nanobots in Microbial Infection Zonesmachine learningPavan T.K Download
AI-Driven Discovery of Nanostructures That Disrupt Antibiotic-Resistant Biofilmsmachine learningManohar Jain Download
AI-Enhanced Biosensors for Real-Time Detection of Pathogens Using Nanomaterialsmachine learningFaisal Ahmed Download
12