Research Paper | Computer Science & Engineering | India | Volume 4 Issue 1, January 2015
Automated Travel Itineraries using Hadoop
Pallavi S. Ghogare, Harmeet Khanuja
Nowadays travel and tourism activities are becoming increasingly needed to provide travelers with real time information to assist them in itinerary planning.In other words traveler needi) Customized itinerary plans according to their needs and preferences, ii) Timely availability and accuracy should be there.This system will provide decision support to user on the basis ofi) Access to real time and dynamically updated information, ii) Access to travel and tourism information on the move., iii) Provision of customized information.The problem of searching customized and cost effective itinerary is a team orienting problem (TOP), well known NP-Complete Problem.Here two stage processing system is designed for lowering cost.In first stage i.e. Preprocessing stage which is offline, single day itineraries are precomputed via MapReduce jobs.In second phase which is online, an approximate search is used to obtain multiple day itineraries by combining multiple single day itineraries.In this way a team orienteering problem is converted into Set-Packing another NP-Complete Problem.
Keywords: Itinerary Planning, team orienteering problem TOP, Map reduce, set-packing
Edition: Volume 4 Issue 1, January 2015
Pages: 2368 - 2371
How to Cite this Article?
Pallavi S. Ghogare, Harmeet Khanuja, "Automated Travel Itineraries using Hadoop", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB15868, Volume 4 Issue 1, January 2015, 2368 - 2371
101 PDF Views | 87 PDF Downloads
Similar Articles with Keyword 'Itinerary Planning'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 619 - 625Customized Travel Itinerary Mining for Tourism Services
Bonuguntla Saranya, Miryala Venkatesh
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 2368 - 2371Automated Travel Itineraries using Hadoop
Pallavi S. Ghogare, Harmeet Khanuja
Similar Articles with Keyword 'Map reduce'
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1103 - 1108Design of a High Performing Cloud Using Load Rebalancing Technique in Distributed File System
Y. Steeven, C. Prakasha Rao
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1510 - 1513A Survey on Optimal Data Storage of Cache Manager for Big Data Using Map Reduce Framework
Rupali Pashte, Ritesh Thakur
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2041 - 2044Optimization Technique for Efficient Dynamic Query Forms with NoSQL
Kavita Ozarkar, Rakesh Rajani
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 1690 - 1693Extended Best Peer: A Peer-to-Peer Based System by Corporate Network for Data Sharing
Chandre P.R, Bhavsar Harshada
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 1096 - 1101Parallel Data Shuffling for Hadoop Acceleration with Network Levitated Merge and RDMA for Interconnectivity
Kishorkumar Shinde, Venkatesan N.
Similar Articles with Keyword 'set-packing'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 619 - 625Customized Travel Itinerary Mining for Tourism Services
Bonuguntla Saranya, Miryala Venkatesh
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 2368 - 2371Automated Travel Itineraries using Hadoop
Pallavi S. Ghogare, Harmeet Khanuja