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Forecasting the Subject Trend of International Library and Information Science Research by 2030 Using the Deep Learning Approach

Farzaneh Ghanadi Nezhad, Farideh Osareh, Mohammad Reza Ghane
2022 International journal of information science and management  
The findings showed that the largest number of studies in the future would be related to Internet and web studies, and the growth rate of these topics will be higher in the future.  ...  The study population included 90,311 journal articles in library and information science publications indexed on the Web of Science website from 1945-2020.  ...  The present study seeks to forecast future research in library and information science based on past research in this field.  ... 
doaj:9cfbd0a99ba94a278858cbf916896ce3 fatcat:r76r3fdcgzdxtd2xt4iqcfj6vu

Resources on the Net: Past, Present, and Future of Academic Libraries

Chris Bober
2017 Education Libraries  
The following is a continuation of Resources on the Net: Past, Present, and Future of Academic Libraries, published in the Summer 2009 issue of Education Libraries.  ...  future of libraries within the evolving nature of information searching.  ...  Libraries and the future of search. Library Philosophy and Practice, 11(1), 1-13.  ... 
doi:10.26443/el.v32i2.281 fatcat:gio5kwtamzd55ayqclgsfl2lyq

Discovering Topics to Enhance Communities of Creation from Links to the Future

Yukio Ohsawa, Naohiro Matsumura, Mitsuru Ishizuka
2001 The Web Conference  
The World Wide Web is a great source of new topics significant for trend birth/creation. Here we propose a method for discovering such topics from the web.  ...  The obtained web pages absorb attentions of people from multiple interestcommunities, to enforce the spread of latent interest trends.  ...  Following such examples, we present a method "Links to the Future" for discovering web pages of new topics to attract multiple communities.  ... 
dblp:conf/www/OhsawaMI01 fatcat:vnxrr64qg5al7i2nvrbeadmsvi

Survey of Temporal Information Retrieval and Related Applications

Ricardo Campos, Gaël Dias, Alípio M. Jorge, Adam Jatowt
2014 ACM Computing Surveys  
In this article, we present a survey of the existing literature on temporal information retrieval.  ...  The archive has been used by computer scientists, information scientists and historians as a way to preserve, provide access, search, extract and visualize the different past versions of a web page.  ...  TEMPORAL WEB INFORMATION RETRIEVAL Information retrieval studies the process of searching for relevant information.  ... 
doi:10.1145/2619088 fatcat:yuvu6dwqurfilfa6zo5zfmlldq


Stewart Whiting, Joemon M. Jose, Omar Alonso
2016 Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16  
Based on this, we propose a simple approach for modelling the past/present/future temporal intent of queries based on the date the query was submitted by the user, and the dates appearing in the clicked  ...  A real large-scale query log with accompanying crawl such as this offers several opportunities for reproducible information retrieval (IR) research, including query classification, intent modelling and  ...  INTRODUCTION A great deal of research in information retrieval (IR) is based on analysing the past behaviour of real IR system users.  ... 
doi:10.1145/2911451.2914668 dblp:conf/sigir/WhitingJA16 fatcat:ribprbmywfdbfb65hsrbpd7ewy

Talking the talk vs. walking the walk

Mikhail Bilenko, Ryen W. White, Matthew Richardson, G. Craig Murray
2008 Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '08  
Our findings demonstrate that information needs expressed in different behavior modalities are largely non-overlapping, and that past behavior in each modality is the most accurate predictor of future  ...  In this poster, we consider Web browsing behavior outside of interactions with retrieval systems (i.e., users' "walk") as an alternative source of signal describing users' information needs, and compare  ...  Precision is the fraction of all predicted keywords that are observed in the future data, and recall is the fraction of all future keywords predicted by the past-based profiles.  ... 
doi:10.1145/1390334.1390461 dblp:conf/sigir/BilenkoWRM08 fatcat:xrupwc3ilvhk3frtoye55x43n4

The shape of the past in the World Wide Web: Scale-free patterns and dynamics

Roger Jovani, Miguel A. Fortuna
2007 Physica A: Statistical Mechanics and its Applications  
Such general pattern reveals that time elapsed to present is the best predictor of the interest or the amount of information on a particular year in the WWW.  ...  Human societies accumulate a great deal of information about past events. People make reference to things that happened in time in different ways and record them in multiple media.  ...  Hampe, and many others for helpful discussions.  ... 
doi:10.1016/j.physa.2007.07.023 fatcat:7wmi7fdenzfjnmjei23hm53jxm

Clustering of search results using temporal attributes

Omar Alonso, Michael Gertz
2006 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '06  
Clustering of search results is an important feature in many of today's information retrieval applications.  ...  The notion of hit list clustering appears in Web search engines and enterprise search engines as a mechanism that allows users to further explore the coverage of a query.  ...  We can also observe that the content of a document can have temporal references to the past and/or future.  ... 
doi:10.1145/1148170.1148273 dblp:conf/sigir/AlonsoG06 fatcat:e6jv6dda5fftzagigzffzb7ybi

Bibliometrics and information retrieval: Creating knowledge through research synergies

Judit Bar-Ilan, Marcus John, Rob Koopman, Shenghui Wang, Philipp Mayr, Andrea Scharnhorst, Dietmar Wolfram
2016 Proceedings of the Association for Information Science and Technology  
This panel brings together experts in bibliometrics and information retrieval to discuss how each of these two important areas of information science can help to inform the research of the other.  ...  The panel will conclude with an engaging discussion with the audience to identify future areas of research and collaboration.  ...  of the past workshop papers and outline future directions of this initiative.  ... 
doi:10.1002/pra2.2016.14505301023 dblp:conf/asist/Bar-IlanJKWMSW16 fatcat:klw7h34b6jbn5ba3nqjvgjfalq

Search Result Diversification

Nattiya Kanhabua, Roi Blanco, Kjetil Nørvåg
2015 Foundations and Trends in Information Retrieval  
Freire (2005), 'Looking at Both the Present and the Past to Efficiently Update Repli- cas of Web Content'.  ...  , temporal clustering of search results, and future event retrieval and prediction.  ... 
doi:10.1561/1500000043 fatcat:dqdsjykfa5dlzizoxgzzw7qg5a

An Identification of the Image Retrieval Domain from the Perspective of Library and Information Science with Author Co-citation and Author Bibliographic Coupling Analyses

JungWon Yoon, EunKyung Chung, Jihye Byun
2015 Journal of the Korean Society for Library and Information Science  
understand the domain's past and present.  ...  As the improvement of digital technologies increases the use of images from various fields, the domain of image retrieval has evolved and become a growing topic of research in the Library and Information  ...  When adopting these two approaches, this current study demonstrates the present and the past of the image retrieval domain.  ... 
doi:10.4275/kslis.2015.49.4.099 fatcat:aiuim4uhuzepnasanitmn5rpcu

The Evaluation Campaigns: Past, Present and Future

Donna Harman
2019 Italian Information Retrieval Workshop  
She is currently a scientist emeritus at NIST and is the author of two textbooks: Information Retrieval Evaluation and a new history book, Information Retrieval: the Early Years.  ...  This paradigm grew in TREC to encompass new community information retrieval tasks, such as question answering and working with web data.  ... 
dblp:conf/iir/Harman19 fatcat:3mocfnltkfesjdofhmypum44fy

Time and information retrieval: Introduction to the special issue

Leon Derczynski, Jannik Strötgen, Ricardo Campos, Omar Alonso
2015 Information Processing & Management  
Ricardo Campos was partially funded by Project "NORTE-07-0124-FEDER-000059" which is financed by the North Por-  ...  Acknowledgments Leon Derczynski received funding from the European Union's Seventh Framework Programme, through Grant No. 611233, PHEME.  ...  Introduction With the rapid growth of digitised document resources, both on and off the web, and increased variety in types of document collections, future information systems will face growing difficulties  ... 
doi:10.1016/j.ipm.2015.05.002 fatcat:rgh7qcsn3zfztb637r3zcqsjkm


João Guerreiro, Juliana Gomes, Daniel Gonçalves
2012 Proceedings of the 2nd Workshop on Context-awareness in Retrieval and Recommendation - CaRR '12  
The large amount of information spread out among applications raised several challenges when trying to retrieve it, as information useful in the past is potentially useful in the future.  ...  This pilot study presented satisfying results disambiguating contexts, suggesting web and personal documents and dealing with context changes, paving the way to its enrichment with more PI sources.  ...  We regularly misjudge the difficulty of re-finding it in the future and its value is often understood only then [10] , neglecting that information useful in the past is potentially useful in the future  ... 
doi:10.1145/2162102.2162107 fatcat:jl4yp623pvhohgbnh6zanz73pa

Facilitating situation assessment through gir with multi-scale open source web documents

Brian M. Tomaszewski, Chi-Chun Pan, Prasenjit Mitra, Alan M. MacEachren
2007 Proceedings of the 4th ACM workshop on Geographical information retrieval - GIR '07  
In this paper, we present our preliminary work on a Geographic Information Retrieval (GIR) system that utilizes loosely coupled web services and Google Earth™ (GE) to retrieve, extract, combine, and visualize  ...  Our intent with this work is to support situation assessment in the crisis management domain through tools that link and geographically contextualize information contained in text documents retrieved from  ...  This work is also supported by the National Visualization and Analytics Center, a U.S. Department of Homeland Security program operated by the Pacific Northwest National Laboratory (PNNL).  ... 
doi:10.1145/1316948.1316973 dblp:conf/gir/TomaszewskiPMM07 fatcat:maguknm5izb4bmvqtx4cduaxgi
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