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Title: :  Exploratory Product Image Search With Circle-to-Search Interaction
PaperId: :  C-1521
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2017
DUI:    16.0415/IJARIIE-C-1521
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Auther NameAuther Institute
Dr.C.SathiyakumarK.S.Rangasamy College Of Technology, Tiruchengode, Tamil Nadu, India
K.KumarK.S.Rangasamy College Of Technology, Tiruchengode, Tamil Nadu, India
G.SathishK.S.Rangasamy College Of Technology, Tiruchengode, Tamil Nadu, India
V.VinithaK.S.Rangasamy College Of Technology, Tiruchengode, Tamil Nadu, India

Abstract

Computer Science And Engineering
-
Exploratory search is emerging as a new form of information-seeking activity in the research community, which generally combines browsing and searching content together to help users gain additional knowledge and form accurate queries, thereby assisting the users with their seeking and investigation activities. However, there have been few attempts at addressing integrated exploratory search solutions when image browsing is incorporated into the exploring loop. In this paper, we inves-tigate the challenges of understanding users’ search interests from the product images being browsed and inferring their actual search intentions. We propose a novel interactive image exploring system for allowing users to lightly switch between browse and search processes, and naturally complete visual-based exploratory search tasks in an effective and efficient way. This system enables users to specify their visual search interests in product images by circling any visual objects in web pages, and then the system automatically infers users’ underlying intent by analyzing the browsing context and by analyzing the same or similar product images obtained by large-scale image search technology. Users can then utilize the recommended queries to complete intent-specific exploratory tasks. The proposed solution is one of the first attempts to understand users’ interests for a visual-based exploratory product search task by integrating the browse and search activities. We have evaluated our system performance based on five million product images. The evaluation study demonstrates that the proposed system provides accurate intent-driven search results and fast response to exploratory search demands compared with the conventional image search methods, and also, provides users with robust results to satisfy their exploring experience. Exploratory search is emerging as a new form of information-seeking activity in the research community, which generally combines browsing and searching content together to help users gain additional knowledge and form accurate queries, thereby assisting the users with their seeking and investigation activities. However, there have been few attempts at addressing integrated exploratory search solutions when image browsing is incorporated into the exploring loop. In this paper, we inves-tigate the challenges of understanding users’ search interests from the product images being browsed and inferring their actual search intentions. We propose a novel interactive image exploring system for allowing users to lightly switch between browse and search processes, and naturally complete visual-based exploratory search tasks in an effective and efficient way. This system enables users to specify their visual search interests in product images by circling any visual objects in web pages, and then the system automatically infers users’ underlying intent by analyzing the browsing context and by analyzing the same or similar product images obtained by large-scale image search technology. Users can then utilize the recommended queries to complete intent-specific exploratory tasks. The proposed solution is one of the first attempts to understand users’ interests for a visual-based exploratory product search task by integrating the browse and search activities. We have evaluated our system performance based on five million product images. The evaluation study demonstrates that the proposed system provides accurate intent-driven search results and fast response to exploratory search demands compared with the conventional image search methods, and also, provides users with robust results to satisfy their exploring experience.

Citations

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IJARIIE Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha. "Exploratory Product Image Search With Circle-to-Search Interaction" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2017 Page 236-243
MLA Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha. "Exploratory Product Image Search With Circle-to-Search Interaction." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2017) : 236-243.
APA Dr.C.Sathiyakumar, K.Kumar, G.Sathish, & V.Vinitha. (2017). Exploratory Product Image Search With Circle-to-Search Interaction. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 236-243.
Chicago Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha. "Exploratory Product Image Search With Circle-to-Search Interaction." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2017) : 236-243.
Oxford Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha. 'Exploratory Product Image Search With Circle-to-Search Interaction', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2017, p. 236-243. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Exploratory_Product_Image_Search_With__Circle_to_Search_Interaction_CS_16.pdf (Accessed : ).
Harvard Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha. (2017) 'Exploratory Product Image Search With Circle-to-Search Interaction', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 236-243IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Exploratory_Product_Image_Search_With__Circle_to_Search_Interaction_CS_16.pdf (Accessed : )
IEEE Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha, "Exploratory Product Image Search With Circle-to-Search Interaction," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 236-243, 3 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/Exploratory_Product_Image_Search_With__Circle_to_Search_Interaction_CS_16.pdf [Accessed : ].
Turabian Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha. "Exploratory Product Image Search With Circle-to-Search Interaction." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver Dr.C.Sathiyakumar, K.Kumar, G.Sathish, and V.Vinitha. Exploratory Product Image Search With Circle-to-Search Interaction. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 2(4) : 236-243. Available from: https://ijariie.com/AdminUploadPdf/Exploratory_Product_Image_Search_With__Circle_to_Search_Interaction_CS_16.pdf
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