International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064



Research Paper | Computer Science & Engineering | India | Volume 6 Issue 4, April 2017

Personalized and Image based Search System to Improve Search Results

Sneha A. Taksande, A. V. Deorankar

In todays condition, information is the need of society as it has significant importance for contemporary success in every field. As there is vast growth of information available to the end users on the Web through internet, a search engine come to play a crucial role in information retrieval. Various search engines are there but sometimes they can be insufficient to specify the precise users need as the queries may be short and ambiguous. They also ignores the images in HTML pages. As users understand the pictures more easily than thousands of words, pictures may also help to the users who dont have good hand at searching. This paper present an approach to design a personalized search system based on user interest to improve the result delivery. Several parameters for personalization can be taken as users profile, his search history, preferences, ratings, etc. It also gives image based more relevant web pages re-ranked technique. The accuracy of web search results can be improve by considering the textual contents of the images in correlation with the personalization. Thus the integration of both the mechanism implies to enhance the search results.

Keywords: Search Engine, information retrieval, Web Search, Personalization

Edition: Volume 6 Issue 4, April 2017

Pages: 2122 - 2124


How to Cite this Article?

Sneha A. Taksande, A. V. Deorankar, "Personalized and Image based Search System to Improve Search Results", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20172844, Volume 6 Issue 4, April 2017, 2122 - 2124

28 PDF Views | 26 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Search Engine'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 6, June 2020

Pages: 1151 - 1153

Search Engine Optimization (SEO) Techniques

Kanika Arora

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 3086 - 3089

Deriving Concept Based User Profiles for Search Engine Personalization

Supriya Vinod Koratkar, Sheetal A. Takale

Share this article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1595 - 1596

User Privacy Protection in Personalised Web Search

Siva B, Merlin Shoerio

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1471 - 1474

Web Crawler: Essential Component of Search Engine

Akshada K. Dhakade, Deepak C. Dhanwani

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1578 - 1582

A Survey Paper on To Retrieve the Relevant Images according to Re-Ranking of Images with Click based Similarity and Typicality

Deepak B. Waghchaure, K. N. Shedge

Share this article



Similar Articles with Keyword 'information retrieval'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 968 - 971

Medical Information Retrieval in Mobile Devices

Bibek Raj Dhakal, Prof. Dr. A. Damodaram

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 1493 - 1496

Feature Clustering and Annotating Search Results from Web Databases

Lekshmi S.S., Suryapriya S.

Share this article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 1964 - 1967

Improving Performance of Hindi-English based Cross Language Information Retrieval using Selective Documents Technique and Query Expansion

Aditi Agrawal, Dr. A. J. Agrawal

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1772 - 1776

A Survey on Facilitating Document Annotation Techniques

Priyanka C. Ghegade, Vinod S. Wadne

Share this article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2373 - 2376

An Ontology-Based Text Mining Method to Develop D-Matrix

Poonam Jagdale, Devendra P Gadekar

Share this article



Similar Articles with Keyword 'Web Search'

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1595 - 1596

User Privacy Protection in Personalised Web Search

Siva B, Merlin Shoerio

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2494 - 2497

A Survey on a New Approach for Improving Efficiency and Accuracy in String Transformation

Swapnali S. Maske, Prashant Jawalkar

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2880 - 2884

Inferring User Search Goals Using Feedback Session

Harshada P. Bhambure, Mandar Mokashi

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1947 - 1949

Study on Search Behaviours Using Task Trail

P. Sreelekha, J. Ravikumar

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 1640 - 1647

Privacy Preservation Protection for Personalized Web User by k-Anonymity with Profile Construction for Web Search Engines

Uma Maheswari.T, Dr.V. Kavitha

Share this article



Similar Articles with Keyword 'Personalization'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 3086 - 3089

Deriving Concept Based User Profiles for Search Engine Personalization

Supriya Vinod Koratkar, Sheetal A. Takale

Share this article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2573 - 2576

Anonymizing Data Privacy Personalization and the Web

Sandhyarani Hulage, K. M. Varpe

Share this article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1696 - 1700

A Personalized Ontology Model for Web Information Gathering

Nandkishor Borse, Suraj Patil, Nihit Agrawal

Share this article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 981 - 984

Using SVM and Stopword removal method in Microblogging Classroom

Vidya Dhuttargaon, Amit R. Sarkar

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2077 - 2082

Supporting Privacy Protection in Personalized Web Search with Secured User Profile

Archana R. Ukande, Nitin Shivale

Share this article
Top