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Evaluating the impact of selection noise in community-based web search

Oisín Boydell, Barry Smyth, Cathal Gurrin, Alan F. Smeaton
2005 Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '05  
The I-SPY meta-search engine uses a technique called collaborative Web search to leverage the past search behaviour (queries and selections) of a community of users in order to promote search results that  ...  In this paper we describe recent studies to clarify the benefits of this approach in situations when the behaviour of users cannot be relied upon in terms of their ability to consistently select relevant  ...  INTRODUCTION Collaborative Web search (CWS) [4] is a form of metasearch that manipulates the results of underlying Web search engines, such as Google and HotBot, in response to the learned preferences  ... 
doi:10.1145/1076034.1076143 dblp:conf/sigir/BoydellSGS05 fatcat:rbycrrad7jan7dc6lommfuxika

Coping with noisy search experiences

Pierre-Antoine Champin, Peter Briggs, Maurice Coyle, Barry Smyth
2010 Knowledge-Based Systems  
In this paper we describe an approach to improving mainstream Web search by harnessing the search experiences of groups of likeminded searchers.  ...  Specifically we describe how this knowledge can be noisy, and we describe and evaluate a recommendation technique for coping with this noise and discuss how it may be incorporated into HeyStaks as a useful  ...  In this paper we have focused on experience management in Web search by describing a case-study using the HeyStaks social search engine.  ... 
doi:10.1016/j.knosys.2009.11.011 fatcat:d7f5zj2h7jaedjcicorcoqxhuq

Coping with Noisy Search Experiences [chapter]

Pierre-Antoine Champin, Peter Briggs, Maurice Coyle, Barry Smyth
2009 Research and Development in Intelligent Systems XXVI  
In this paper we describe an approach to improving mainstream Web search by harnessing the search experiences of groups of like-minded searchers.  ...  Specifically we describe how this knowledge can be noisy, and we describe and evaluate a recommendation technique for coping with this noise and discuss how it may be incorporated into HeyStaks as a useful  ...  ] has led to the development of a new system to support collaborative Web search.  ... 
doi:10.1007/978-1-84882-983-1_1 dblp:conf/sgai/ChampinBCS09 fatcat:je6akxvm5vei3n7uopmha6poai

Trust-Based Techniques for Collective Intelligence in Social Search Systems [chapter]

Pierpaolo Dondio, Luca Longo
2011 Studies in Computational Intelligence  
A key-issue for the effectiveness of collaborative decision support systems is the problem of the trustworthiness of the entities involved in the process.  ...  The chapter provides an overview of the current landscape of computational models of trust and reputation, and it presents an experimental study case in the domain of social search, where we show how trust  ...  No quantitative study has been proposed to study the impact of search experience on web ranking.  ... 
doi:10.1007/978-3-642-20344-2_5 fatcat:ioejk6bg7zcalesuqxtxa6bgby

Enhanced Methods of Mobile Cache Sharing and Pre-fetching for Required Web Contents

2019 International journal of recent technology and engineering  
The unwanted contents in the web page can be considered as noise which is removed when storing the web pages in cache or pre-fetch area.  ...  Hence a hybrid method is proposed in this paper by combining the different techniques such as caching, pre-fetching and cache sharing with noise reduction to improve the overall performance of mobile for  ...  With MANET there is a huge opportunity of collaboration amongst network nodes.  ... 
doi:10.35940/ijrte.c6310.098319 fatcat:3pcjf5cx2faddgxadajgl4xb6q

Swarm Intelligence Based Optimization for Web Usage Mining in Recommender System

Manisha Sajwan, Kritika Acharya, Sanjay Bhargava
2013 International Journal of Computer Applications Technology and Research  
Design and implementation of a web mining system based on multi-agents technology will reduce the information overload and search depth.  ...  Recommender System is the one of the most important application of e-commerce and it plays vital role in understanding the user's behaviour or interest by which it increases the profit of sales or usage  ...  Search engine help people to search for information on the internet, but the web search is effective only when the users have a clear idea of what they want.  ... 
doi:10.7753/ijcatr0302.1007 fatcat:v66nhxeuznfgzj5tg3yv62ujba

Graduate university of advanced studies

Tsuneaki Miyahara
1994 Synchrotron Radiation News  
In this paper, we propose a system called "Aikuchi," which enables users to mark a string on a Web page and share it with other users.  ...  According to the analysis of user logs, users preferred Web page recommendations based on strings marked by other users to those based on page similarity using TFIDF and collaborative filtering.  ...  This research was supported by the National Institute of Information and Communications Technology.  ... 
doi:10.1080/08940889408261280 fatcat:qzlulcjvqbdrhck75oqk2brbxm

Guest editorial

Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini
2004 ACM Transactions on Internet Technology  
of Web navigation patterns and the automatic organization of hyperlinks in a Web portal; collaborative recommendation for automatic marketing in e-commerce applications.  ...  Topical Web crawlers are particularly useful for dealing with scalability problems in Web search engines, especially when coverage and freshness of information are important issues.  ... 
doi:10.1145/1031114.1031115 fatcat:onklthvl7zc7hekhnc7aqreu54

Study Of Qos With The Use Of Service Pre-Allocation Method Based On Wsr Results

Pooja M . Koli, R. J. Deshmukh
2018 Zenodo  
The use of web services is increased nowadays in huge amount. The increasing acceptance of web services needs the effective recommendation from large number of available web services.  ...  The potential Quality-of-Service (QoS) preferences taken from web service usage history are considered in recommending web services. This w ill increase the QoS of recommendation result.  ...  Cao [1] proposed method for Selection of multiple requests for the same functional web services Current methods of service selection usually focus on a single service request at a time and the selection  ... 
doi:10.5281/zenodo.1468491 fatcat:zcfibkpxerhvfmyhyitk42whym

Patterns in the collaboration of practitioners and researchers in the use of electrical stimulation to treat stroke patients: a literature review

Shuhei Fujimoto, Noriko Kon, Naoki Takashi, Yohei Otaka, Takeo Nakayama
2015 Journal of Physical Therapy Science  
[Methods] A systematic review of the literature was conducted to collect data from ES studies published before January 7, 2015. Five databases were searched for search terms related to stroke and ES.  ...  [Results] Based on the selection criteria, 165 papers were included in the final analysis. The prevalence of papers in which a practitioner was included as an author was 39%.  ...  Because of limited manpower and the difficulty in identifying papers that matched the purpose of our study, manuscripts were only included if the search terms appeared in the study title.  ... 
doi:10.1589/jpts.27.3003 pmid:26504345 pmcid:PMC4616146 fatcat:6kyjmklicvavrehewlozqvk4si

QoS in web service-based collaborative multimedia environment

M. Shamim Hossain
2014 16th International Conference on Advanced Communication Technology  
With the increasing growth of multimedia communication and web services technologies, a number of collaborative media services are being built for ubiquitous user access.  ...  In order to have suitable services according to desired QoS, services need to be selected.  ...  ACKNOWLEDGMENT This work was supported by the Research Center of College of Computer and Information Sciences (CCIS), King Saud University by the research project RC121259.  ... 
doi:10.1109/icact.2014.6779087 fatcat:47jqushggjb7bfsvfjtjnn7p4i


Jun Ogata, Masataka Goto
2009 Proceedings of the third workshop on Searching spontaneous conversational speech - SSCS '09  
We have developed a Web 2.0 service, PodCastle, that enables full-text searching of speech data (podcasts) on the basis of automatic speech recognition.  ...  In our experiences from its practical use over the past 30 months (since December, 2006), we confirmed that the performance of PodCastle was improved by a number of anonymous user contributions.  ...  Furthermore, we are currently studying and evaluating collaborative training of language models.  ... 
doi:10.1145/1631127.1631133 fatcat:sssf4zrhgzeujgtoi5sv2tpjrm

Interventions to promote the wearing of hearing protection

Regina El Dib, Joseph L Mathew, Regina HG Martins
2013 The Cochrane library  
Selection criteria We included studies if they had a randomised design, if they were among noise exposed (> 80 dB(A)) persons, if they included an intervention to promote the wearing of hearing protection  ...  A B S T R A C T Background This is an update of a Cochrane Review first published in The Cochrane Library in Issue 2, 2006 and previously updated in 2009.  ...  Seven studies were included in the review including a total of 4670 participants.  ... 
doi:10.1002/14651858.cd005234.pub6 pmid:24222439 fatcat:bfzoaotn7nfbjow2cyfokjmwxq

ARIMA Model-Based Web Services Trustworthiness Evaluation and Prediction [chapter]

Meng Li, Zhebang Hua, Junfeng Zhao, Yanzhen Zou, Bing Xie
2012 Lecture Notes in Computer Science  
Experiments conducted on a large-scale real-world data set show that our method can effectively evaluate and predict the trustworthiness of Web services, which helps users to reuse Web services.  ...  In this paper, we propose an ARIMA model-based approach to evaluate and predict Web services trustworthiness.  ...  Trustworthiness Prediction Validation In this subsection, we further studied the effectiveness of the method. We randomly selected 500 Web services from the total 17,832 collected Web services.  ... 
doi:10.1007/978-3-642-34321-6_51 fatcat:eepplzavt5bpxeiwcatvvtni2e

Hybrid WOM Collection and Visualization Method for Reputation Rating in Online Community

Seawoo Kim, Soobin Lee, Hwansoo Kang, Jinhyung Cho
2015 Indian Journal of Science and Technology  
This problem could be solved if there is a third party to guide the candidates involved in the online transaction. Online source of information about web documents need many users' evaluations.  ...  The feedback of the users can reorganize the group and refine the knowledge level that a group of human experts provide.  ...  Even though the collaborative filtering is being used in a large number, there is a need of a better filtering method of the Web data based on the reputation mechanism 3 .  ... 
doi:10.17485/ijst/2015/v8i18/75931 fatcat:yoy6muaap5cczfar5gn2rlj6ye
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