• Shital Narayansing Raul
• Nitin N. Patil

Big data has significantly benefitted both Research and Industrial area such as health care, finance service and commercial recommendation. This paper presents a user Query based travel advisory system from both travelogues and community-contributed photos and the heterogeneous metadata (e.g., tags, geo-location, and date taken) associated with the photos on social media. Unlike most existing travel recommendation approaches, our approach is not only personalized to user’s travel interest and 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 using DOM tree parser algorithm to the topical package space to get user topical package model and route topical package model (i.e., topical interest, cost, time and season, Medical). To propose personalized POI order, initially, famous routes are ordered according to the similarity between user package and route package. Then apex ranked routes are more optimized by social similar users’ travel records. .

Index Terms - Travel recommendation, Geo-tagged photos, DOM Parser, Multimedia Information Retrieval.

"USER QUERY BASED TRAVEL PATH ADVISORY SYSTEM BY USING DATA OBJECT MODELING (DOM) PARSER.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.344-350, June-2019, Available :http://www.jetir.org/papers/JETIR1906C57.pdf

"USER QUERY BASED TRAVEL PATH ADVISORY SYSTEM BY USING DATA OBJECT MODELING (DOM) PARSER.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp344-350, June-2019, Available at : http://www.jetir.org/papers/JETIR1906C57.pdf