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Adaptation of the concept hierarchy model with search logs for query recommendation on intranets
2012
Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '12
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We evaluate the concept hierarchy models (static and adapted versions) built from the Intranet collections of two academic institutions and compare them with a state-of-theart log-based query recommender ...
A concept hierarchy created from a document collection can be used for query recommendation on Intranets by ranking terms according to the strength of their links to the query within the hierarchy. ...
Acknowledgements This work is part of the AutoAdapt research project funded by EPSRC grants EP/F035357/1 and EP/F035705/1. ...
doi:10.1145/2348283.2348288
dblp:conf/sigir/AdeyanjuSAKRF12
fatcat:dnmtvt4n3vfbnoqs2mjhnwc67m
Learning from users' querying experience on intranets
2012
Proceedings of the 21st international conference companion on World Wide Web - WWW '12 Companion
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Query recommendation is becoming a common feature of web search engines especially those for Intranets where the context is more restrictive. ...
This is because of its utility for supporting users to find relevant information in less time by ...
Acknowledgements This research is part of the AutoAdapt research project. AutoAdapt is funded by EPSRC grants EP/F035357/1 and EP/F035705/1. ...
doi:10.1145/2187980.2188197
dblp:conf/www/AdeyanjuSAKRF12
fatcat:o6zwhm5unver7lyq3n5vrmboem
Company taxonomy development: the case of an international emergency response organization
2016
Aslib Journal of Information Management
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of search log files from WFP intranet portal (WFPgo) from September -November 2013, the results were applied and a suggested taxonomy tested at workshops conducted for the staff in HQ. ...
Findings -The results reveal an organization with a high demand for easier access to information and knowledge, greater internal collaborations and stronger links with various sources of knowledge. ...
Search query log data were also used for evaluating the robustness of the proposed high-level taxonomy. ...
doi:10.1108/ajim-09-2015-0140
fatcat:sdqu7f7sgfevrhsq2vxxstgmqm
Moving towards Adaptive Search in Digital Libraries
[chapter]
2011
Lecture Notes in Computer Science
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Search applications have become very popular over the last two decades, one of the main drivers being the advent of the Web. ...
Nevertheless, searching on the Web is very different to searching on smaller, often more structured collections such as digital libraries, local Web sites, and intranets. ...
We would also like to thank Sally Chambers and The European Library as well the organisers of the LogCLEF track for providing the log files, in particular we would like to thank Thomas Mandl. ...
doi:10.1007/978-3-642-23160-5_4
fatcat:au55ukcmpvefxha3yopkjppdjq
Exploring Ant Colony Optimisation for Adaptive Interactive Search
[chapter]
2011
Lecture Notes in Computer Science
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The experiments were conducted with query logs collected on a university search engine over a period of several years. ...
We explore a biologically inspired model based on ant colony optimisation applied to query logs as an adaptive learning process that addresses the problem of deriving query suggestions. ...
This research is part of the AutoAdapt research project. AutoAdapt is funded by EPSRC grants EP/F035357/1 and EP/F035705/1. ...
doi:10.1007/978-3-642-23318-0_20
fatcat:hi7lypy4w5eorm5bcuw4vddu24
OntoManager – A System for the Usage-Based Ontology Management
[chapter]
2003
Lecture Notes in Computer Science
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It is based on the analysis of end-users' interactions with the ontologybased applications, which are tracked into the usagelog. ...
In this paper, we propose an approach for guiding ontology managers through the modification of an ontology with respect to users' needs. ...
Acknowledgement The research presented in this paper would not have been possible without our colleagues and students at the Institute AIFB and the FZI, University of Karlsruhe. ...
doi:10.1007/978-3-540-39964-3_54
fatcat:m244usreejau5aanzrjieeiewy
An approach to identify relevant subjects for supporting the Learning Scheme creation task
2015
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering
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This work presents a mechanism for software development companies, capable of recovery searches performed by employees on the internet, in order to discover the real necessity of the team's learning. ...
Even a qualified expert, can be unfamiliar with the real need of the team's learning, and mapping the organizational needs requires time and effort. ...
Thus, with a proxy server mediating the connection between the user and the search engine is possible to capture the log of each query. However, an access log usually is not an easy reading file. ...
doi:10.18293/seke2015-141
dblp:conf/seke/TironiMRM15
fatcat:npg2ub5eprh55m6hyucqvsov6y
SweetWiki
2006
Proceedings of the 2006 international symposium on Wikis - WikiSym '06
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The very model of wikis was declaratively described: an OWL schema captures concepts such as WikiWord, wiki page, forward and backward link, author, etc. ...
with compatible labels. ...
Authors would also like to thanks the ILOG company and the COLOR commission of INRIA for their scientific and financial support to the "Usable Intranet" project, in the context of which the work presented ...
doi:10.1145/1149453.1149469
dblp:conf/wikis/BuffaG06
fatcat:54q4iovgnja75fcrl5syrjhy6e
Broad expertise retrieval in sparse data environments
2007
Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '07
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We first present two main expertise retrieval tasks, along with a set of baseline approaches based on generative language modeling, aimed at finding expertise relations between topics and people. ...
For our experimental evaluation, we introduce (and release) a new test set based on a crawl of a university site. Using this test set, we conduct two series of experiments. ...
We adapt the work of Lavrenko and Croft [14] to estimate a topic model from the query. The procedure is as follows. ...
doi:10.1145/1277741.1277836
dblp:conf/sigir/BalogBARB07
fatcat:yvd4tjbk3vfaxlc6kfpje4pczi
G-Finder
2010
Proceedings of the ACM international conference on Object oriented programming systems languages and applications - OOPSLA '10
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Our empirical study of popular programming forums shows that the forum users experience long waiting period for answers and a small number of experts are often overloaded with questions. ...
We use programming questions to dynamically integrate these two networks and present an adaptive ranking of the potential experts. ...
To search experts, we map the queries onto concepts and return a ranked list of users as recommended experts for each query. ...
doi:10.1145/1869459.1869466
dblp:conf/oopsla/LiZH10
fatcat:derkafe4hnbsrjgpejou5zqaau
G-Finder
2010
SIGPLAN notices
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Our empirical study of popular programming forums shows that the forum users experience long waiting period for answers and a small number of experts are often overloaded with questions. ...
We use programming questions to dynamically integrate these two networks and present an adaptive ranking of the potential experts. ...
To search experts, we map the queries onto concepts and return a ranked list of users as recommended experts for each query. ...
doi:10.1145/1932682.1869466
fatcat:yv4t464iirfmnguvnjomw34bay
Improving Enterprise Content Findability through Strategic Intervention
2018
Code4Lib Journal
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This paper highlights work that information specialists within the Jet Propulsion Laboratory have done to strategically intervene in the creation and maintenance of JPL's intranet. ...
These three interventions are: 1) guided document creation, which includes the development of wiki portals and standard editing processes for consistent knowledge capture, 2) search curation, which includes ...
While the Lab recommends the use of a robots.txt file on sites that do not wish to be crawled by the index, this practice is not completely adapted, and so the curator takes on the task of manually excluding ...
doaj:0c56d0b114544a6ebcded51418f9c60e
fatcat:46ixjj3onrgi7p6jiez6ucdxnu
Personalized recommendation with adaptive mixture of markov models
2007
Journal of the American Society for Information Science and Technology
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With more and more information available on the Internet, the task of making personalized recommendations to assist the user's navigation has become increasingly important. ...
Then, user navigation patterns for each group can be discovered, to allow the adaptation of a Web site to the interest of each individual group. ...
We would also like to thank Gary Promhouse and Mike Dent of Open Text for their valuable comments on this work. ...
doi:10.1002/asi.20631
fatcat:pkb5m7ypujghdffgqqvz3uehua
Web mining in soft computing framework: relevance, state of the art and future directions
2002
IEEE Transactions on Neural Networks
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A survey of the existing literature on "soft web mining" is provided along with the commercially available systems. ...
The prospective areas of web mining where the application of soft computing needs immediate attention are outlined with justification. ...
ILA, on the other hand, learns models of various information sources and translates these into its own concept hierarchy. ...
doi:10.1109/tnn.2002.1031947
pmid:18244512
fatcat:a2ea5nfnczgjlpwsbwe6ebt5hi
Web dynamics
2001
Software Focus
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We then briefly review some of the key areas relating to Web dynamics with reference to the recent literature. ...
The global usage and continuing exponential growth of the World-Wide-Web poses a host of challenges to the research community. ...
Finally, Broder stated that Intranet users querying a local search engine are now expecting a similar interaction style as with global search engines, rather than the more traditional structured query ...
doi:10.1002/swf.30
fatcat:ypv4mkfed5gkhnh5phhj4dubdy
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