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A Visualization Technique to Support Searching Filtering

Mohammad Najah Mehdi, Abdul Rahim Ahmad, Roslan Ismail, Lim Meng Hee
2019 MATEC Web of Conferences  
This paper discusses the need for an integrative literature review on Information Visualization for exploratory search particularly in handling data overload.  ...  Certain search engines incorporate visualization to allow for better understanding of the information and at the same time reduce information overload.  ...  For specific limitations of Web-based information retrieval, visualization may provide a means to fill the gap between a person's needs and system limitation.  ... 
doi:10.1051/matecconf/201925505003 fatcat:icqs5hetsvfl3jtwabjauavuq4

Adaptive IR for exploratory search support

Daniel T.J. Backhausen
2012 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '12  
The goal of this research is to effectively assist at fulfilling complex (work) tasks consisting of multi-session exploratory search activities. To achieve this, information retrieval needs  ...  Most Information Retrieval (IR) software is designed to fit a general user where users are submitting queries and the retrieval system returns a ranked list of results.  ...  This can be done by enabling the user to collect information objects into a personal reference library and visualizing past search activities in a kind of breadcrumb or time line.  ... 
doi:10.1145/2348283.2348416 dblp:conf/sigir/Backhausen12 fatcat:ehk5u4rvrzg5zedwpybplaygoe

Report on ACM SIGIR 2006 workshop on evaluating exploratory search systems

Ryen W. White, Gheorghe Muresan, Gary Marchionini
2006 SIGIR Forum  
Exploratory search systems (ESS) are designed to help users move beyond simply finding information toward using that information to support learning, analysis, and decision-making.  ...  The evaluation of the interactive systems designed specifically to help exploratory searchers is a challenging area, worthy of further discussion in the research community.  ...  Kules (Takoma Software, USA) • An Integrated Approach to Interaction Modeling and Analysis for Exploratory Information Retrieval. G. Muresan (Rutgers U., USA) • Exploratory Search in Wikipedia. S.  ... 
doi:10.1145/1189702.1189711 fatcat:ux4t2eszdbhwlh52xgi4dm7c3i

Musicgalaxy - An Adaptive User-Interface For Exploratory Music Retrieval

Sebastian Stober, Andreas Nürnberger
2010 Proceedings of the SMC Conferences  
Further, gaze information recorded with an eye-tracker revealed extensive use of the secondary focus for exploration.  ...  As a result, the overall distortion of the visualization temporarily brings the distant nearest neighbors back closer to the focused region of interest.  ... 
doi:10.5281/zenodo.849795 fatcat:2dgaebhdvzh7fj77ewgvpyhveq

Interaction Model to Predict Subjective-Specificity of Search Results

Kumaripaba Athukorala, Antti Oulasvirta, Dorota Glowacka, Jilles Vreeken, Giulio Jacucci
2014 User Modeling, Adaptation, and Personalization  
We propose a formal modelmotivated by Information Foraging Theory-for predicting specificity of search results with respect to the evolving knowledge and information needs of the user in exploratory search  ...  Exploratory search is becoming more common as the web is used more increasingly as a medium for learning and discovery.  ...  Most of the existing information retrieval (IR) systems provide adequate support for well defined information needs [2] .  ... 
dblp:conf/um/AthukoralaOGVJ14 fatcat:g4add76zofeqbaizo2f2ztw6yi

What you see is what you search

Jae-wook Ahn, Peter Brusilovsky
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
Information retrieval is one of the most popular information access methods for overcoming the information overload problem of the Web.  ...  In this paper, we introduce our adaptive visualization approach for searching the Web, which we call Adaptive VIBE.  ...  CONCLUSIONS This paper introduces our efforts to implement an adaptive visual search framework for the Web.  ... 
doi:10.1145/1772690.1772798 dblp:conf/www/AhnB10 fatcat:se46on7cp5gjjc5w6qsdlitf7a

Supporting exploratory search tasks with interactive user modeling

Tuukka Ruotsalo, Kumaripaba Athukorala, Dorota Głowacka, Ksenia Konyushkova, Antti Oulasvirta, Samuli Kaipiainen, Samuel Kaski, Giulio Jacucci
2013 Proceedings of the American Society for Information Science and Technology  
Keywords Search user interfaces, information-seeking behavior, exploratory search, user modeling. ASIST Figure 2: Interactions with the Exploratory View.  ...  We conducted two experiments where scientists carried out exploratory search tasks with our implementation of an interactive user modeling and retrieval system (SciNet) and two baselines: SciNet from which  ...  The unknown weight vector w is essentially the representation of the user's information need and determines the relevance of keywords used in retrieval and visualized for the user on each iteration to  ... 
doi:10.1002/meet.14505001040 fatcat:tjv5wa3nzngrfilefl5ccwzi2m

Similarity Adaptation in an Exploratory Retrieval Scenario [chapter]

Sebastian Stober, Andreas Nürnberger
2011 Lecture Notes in Computer Science  
Sometimes users of a multimedia retrieval system are not able to explicitly state their information need.  ...  Exploratory retrieval tools support users in search scenarios where the retrieval goal cannot be stated explicitly as a query or user rather want to browse a collection in order to get an overview and  ...  can help users in an exploratory retrieval scenario where images are to be annotated with topic labels.  ... 
doi:10.1007/978-3-642-27169-4_11 fatcat:ujnzbltm2naojb6jaz6zlrgm6e

Collaborative multi-paradigm exploratory search

Michal Tvarožek, Mária Bieliková
2008 Proceedings of the hypertext 2008 workshop on Collaboration and collective intelligence - WebScience '08  
Exploratory search opens new possibilities for employing social aspects for effective information retrieval.  ...  New challenges for advanced web search interfaces and visualization tools arise as user needs shift from traditional lookup tasks towards more open ended search activities collectively described as exploratory  ...  Furthermore, the trend towards more interaction and active (social) participation encourages the combination of approaches from human-computer interaction (HCI), information retrieval (IR) and adaptive  ... 
doi:10.1145/1379157.1379165 fatcat:hrazyytqzvearfofexb4lszkza

Human performance measures for video retrieval

Gary Marchionini
2006 Proceedings of the 8th ACM international workshop on Multimedia information retrieval - MIR '06  
In this paper, we describe the challenges of assessing human performance during video retrieval episodes and describe several measures of human performance that have been used in developing visual surrogates  ...  for the Open Video Digital Library (  ...  Evaluations of exploratory search must address the human factors (personal as well as global), the information content, and the retrieval system concurrently.  ... 
doi:10.1145/1178677.1178720 dblp:conf/mir/Marchionini06 fatcat:kpslgtnf5nemnldqdv43ig24p4

Interactive Intent Modeling for Exploratory Search

Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Dorota Głowacka, Patrik Floréen, Petri Myllymäki, Giulio Jacucci, Samuel Kaski
2018 ACM Transactions on Information Systems  
Exploratory search requires the system to assist the user in comprehending the information space and expressing evolving search intents for iterative exploration and retrieval of information.  ...  The user can provide feedback on the keywords, from which the system learns and visualizes an improved intent estimate and retrieves information.  ...  We thank all researchers participating in HWFA, Multivire, D2I, and Re: Know for their help and assistance.  ... 
doi:10.1145/3231593 fatcat:ss7vw5p7yfggvkti3rpaia4jrm

Designing for Exploratory Search on Touch Devices

Khalil Klouche, Tuukka Ruotsalo, Diogo Cabral, Salvatore Andolina, Andrea Bellucci, Giulio Jacucci
2015 Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI '15  
of result entities as query parameters, and spatial configuration of search streams that are visualized for interaction.  ...  Data comprising of task-based experiments comparing Exploration Wall with conventional search user interface indicate that Exploration Wall achieves significantly improved recall for exploratory search  ...  BACKGROUND Exploratory Search Most available tools for information retrieval focus on lookup retrieval, such as looking up the address of a restaurant or reminding a historical fact, while many users  ... 
doi:10.1145/2702123.2702489 dblp:conf/chi/KloucheRCABJ15 fatcat:rwllifujzvcphbqsz4gfa4k7mu

Is Visualization Usable for Displaying Web Search Results in an Exploratory Search Context? [chapter]

Aline Crédeville, Dominic Forest
2013 Lecture Notes in Computer Science  
Information visualization is defined as an interactive and graphic amplifying cognition. Moreover, the field of information retrieval is the original scope of information visualization.  ...  The exploratory research information is presented as a task context conducive to the use of visualization.  ...  Methodologically, we aspire to devise effective qualitative metrics for evaluating the visual interface for exploratory information search.  ... 
doi:10.1007/978-3-642-36415-0_11 fatcat:arehsizkbfbstlm5gm37hsut7i

Interactive intent modeling

Tuukka Ruotsalo, Giulio Jacucci, Petri Myllymäki, Samuel Kaski
2014 Communications of the ACM  
They are great tools for checking facts and looking up information for  ...  BY TUUKKA RUOTSALO, GIULIO JACUCCI, PETRI MYLLYMÄKI, AND SAMUEL KASKI COMBINING INTENT MODELING and visual user interfaces can help users discover novel information and dramatically improve their information-exploration  ...  The estimated intents, for which the results on the right side have been retrieved, are visualized for the user (inner darker-gray area).  ... 
doi:10.1145/2656334 fatcat:twdirkne6zecja6cssicx4yo6i


Tuukka Ruotsalo, Jaakko Peltonen, Manuel J.A. Eugster, Dorota Głowacka, Aki Reijonen, Giulio Jacucci, Petri Myllymäki, Samuel Kaski
2015 Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '15  
Interactive intent modeling enhances the human information exploration capacity through computational modeling, visualized for interaction.  ...  Current search engines offer limited assistance for exploration and information discovery in complex search tasks.  ...  The estimated intents, for which the results on the right side list have been retrieved, are visualized for the user (inner circle).  ... 
doi:10.1145/2766462.2767863 dblp:conf/sigir/RuotsaloPEGRJMK15 fatcat:42a2hjqxhzhm3ng7prysf54qr4
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