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A Survey on Educational Data Mining and Research Trends

Rajni Jindal, Malaya Dutta Borah
<span title="2013-06-30">2013</span> <i title="Academy and Industry Research Collaboration Center (AIRCC)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dh256fzd25e4rj4t2ex6em7nti" style="color: black;">International Journal of Database Management Systems</a> </i> &nbsp;
It provides intrinsic knowledge of teaching and learning process for effective education planning.  ...  In this survey work focuses on components, research trends (1998 to 2012) of EDM highlighting its related Tools, Techniques and educational Outcomes. It also highlights the Challenges EDM.  ...  Useful Tools for EDM Name of Tool and Developer Source (Open/free/ Commercial) Function/Features Techniques/Tools Environments Intelligent Miner ( IBM ) Commercial Provides tight integration  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdms.2013.5304">doi:10.5121/ijdms.2013.5304</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5iqbydoopnbupav73ji2k4hkfa">fatcat:5iqbydoopnbupav73ji2k4hkfa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180604092240/http://www.airccse.org/journal/ijdms/papers/5313ijdms04.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b2/22/b222f4b8c1ff31e2e7dcd95eec965bbd5f5d2da5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdms.2013.5304"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Data Profiling

Ziawasch Abedjan, Lukasz Golab, Felix Naumann
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD &#39;17</a> </i> &nbsp;
data profiling systems and techniques.  ...  In particular, we discuss hard problems in data profiling, such as algorithms for dependency discovery and profiling algorithms for dynamic data and streams.  ...  A similar open-source project for managing data and metadata is Atlas [9] , which provides data visualization and browsing as part of a Hadoop framework.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3035918.3054772">doi:10.1145/3035918.3054772</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigmod/AbedjanGN17.html">dblp:conf/sigmod/AbedjanGN17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dwqqb6w6pzfu7l5nkz3m67oxsq">fatcat:dwqqb6w6pzfu7l5nkz3m67oxsq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218144723/https://static.aminer.org/pdf/20170130/pdfs/sigmod/wgxjmrpi1gmh7qfvfsydylnhlsxqn32a.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1a/f3/1af3118f0d70e2e04b42498d53a1893385689bd6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3035918.3054772"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Surviving in a sea of data: a survey of plant genome data resources and issues in building data management systems [chapter]

Leonore Reiser, Lukas A. Mueller, Seung Yon Rhee
<span title="">2002</span> <i title="Springer Netherlands"> Functional Genomics </i> &nbsp;
We cite examples of resources available in the public domain and describe some of the software for data management systems currently available for plant research.  ...  In this review we focus largely on two areas related to management of genomic data.  ...  Acknowledgments We thank Drs David Flanders and Angela Baldo for their contributions to the text and Eva Huala and Chris Somerville for their comments on the manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-94-010-0448-0_5">doi:10.1007/978-94-010-0448-0_5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/346nflg7cnh3rotodtz6f4sfwq">fatcat:346nflg7cnh3rotodtz6f4sfwq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170713074527/http://www.arabidopsis.org/about/23967.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5c/52/5c52ccfd132a0b52427bbae6b616193ef06c5d2b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-94-010-0448-0_5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Data-Driven Requirements Elicitation: A Systematic Literature Review

Sachiko Lim, Aron Henriksson, Jelena Zdravkovic
<span title="2021-01-04">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yzo2wjv2bbh2zo3zo5p7scalee" style="color: black;">SN Computer Science</a> </i> &nbsp;
volume of Big Data for the efficient and effective software development and evolution.  ...  In addition to domain knowledge, widespread digitalization has led to the generation of vast amounts of data (Big Data) from heterogeneous digital sources such as the Internet of Things (IoT), mobile devices  ...  Data Sources We performed a comprehensive search in six electronic databases (Table 1 ). In the first iteration, we searched Scopus, Web of Science, ACM Digital Library, and IEEE Xplore.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s42979-020-00416-4">doi:10.1007/s42979-020-00416-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g4g7nb4mwbhuhgmmfxi5vir5ly">fatcat:g4g7nb4mwbhuhgmmfxi5vir5ly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429104231/https://link.springer.com/content/pdf/10.1007/s42979-020-00416-4.pdf?error=cookies_not_supported&amp;code=d50097de-5f42-4343-b209-e0e6fa07a687" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9b/b5/9bb5e8fd90439eda7681e069e72f8ff464401498.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s42979-020-00416-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

GENE2D: A NoSQL Integrated Data Repository of Genetic Disorders Data

Halima Samra, Alice Li, Ben Soh
<span title="2020-08-06">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7happfjl2zh5fbym2owb7p7kni" style="color: black;">Healthcare</a> </i> &nbsp;
There are few sources from which to obtain clinical and genetic data for use in research in Saudi Arabia.  ...  Numerous obstacles led to the difficulty of integrating these data from silos and scattered sources to provide standardized access to large data sets for patients with common health conditions.  ...  Validation Test Query Testing We downloaded an open-source non-commercial version of the Studio 3T for MongoDB.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/healthcare8030257">doi:10.3390/healthcare8030257</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32781728">pmid:32781728</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7551627/">pmcid:PMC7551627</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nq7qsysqjbedvf4o72lwnzttbq">fatcat:nq7qsysqjbedvf4o72lwnzttbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200821052743/https://res.mdpi.com/d_attachment/healthcare/healthcare-08-00257/article_deploy/healthcare-08-00257-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/ca/46ca46dd90892d2eed4cdfb0f64f40d896406219.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/healthcare8030257"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7551627" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Potential for the use of large unstructured data resources by public innovation support institutions

Wiesław Cetera, Włodzimierz Gogołek, Aleksander Żołnierski, Dariusz Jaruga
<span title="2022-04-28">2022</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pkhnkszyprhb3orbf6g7tqmgiu" style="color: black;">Journal of Big Data</a> </i> &nbsp;
An efficient R&D support system requires up-to-date data on technological trends, ongoing (and planning) research, market needs and developing innovation.  ...  activities.The analytical tools we describe were already fully functional in 2018 and are constantly being improved.  ...  Acknowledgements The authors thank the National Center for Research and Development for funding the project and the Faculty of Political Science and International Studies for supporting its implementation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-022-00610-6">doi:10.1186/s40537-022-00610-6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pvt6qz33bnhpvdy3kwnrhllhjq">fatcat:pvt6qz33bnhpvdy3kwnrhllhjq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220501123114/https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-022-00610-6.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b6/5c/b65ccdbb9c106cc7874462c1e211397ab1bce12c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-022-00610-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Educational data mining: A survey and a data mining-based analysis of recent works

Alejandro Peña-Ayala
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ekjwtd7zwfeipf5aknu4733lzy" style="color: black;">Expert systems with applications</a> </i> &nbsp;
As result of the execution of statistical and clustering processes, a set of educational functionalities was found, a realistic pattern of EDM approaches was discovered, and two patterns of value-instances  ...  The review concludes with a snapshot of the surveyed EDM works, and provides an analysis of the EDM strengths, weakness, opportunities, and threats, whose factors represent, in a sense, future work to  ...  Acknowledgments The author gives testimony of the strength given by his Father, Brother Jesus, and Helper, as part of the research projects of World Outreach Light to the Nations Ministries (WOLNM).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.eswa.2013.08.042">doi:10.1016/j.eswa.2013.08.042</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4ce647o5j5gwnm46gmilw3chg4">fatcat:4ce647o5j5gwnm46gmilw3chg4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180826230120/http://romisatriawahono.net:80/lecture/rm/survey/machine%20learning/Ayala%20-%20Educational%20Data%20Mining%20-%202014.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0e/58/0e58851212dd6917c6e3ffd6f1ca38640fc48064.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.eswa.2013.08.042"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Emerging Database Systems in Support of Scientific Data [chapter]

Per Svensson, Peter Boncz, Milena Ivanova, Martin Kersten, Niels Nes, Doron Rotem
<span title="2009-12-16">2009</span> <i title="Chapman and Hall/CRC"> Scientific Data Management </i> &nbsp;
Next, the chapter covers in detail the architecture and design considerations of a particular (open source) vertical database system, called MonetDB.  ...  The topics discussed in this chapter include the evolution of storage structures from the 1970"s till now, data compression techniques, and query processing techniques for single-and multi-variable queries  ...  The vertical database used in this study was an extension of C-Store capable of dealing with Semantic Web applications, while the row-store system used for comparison was the open source RDBMS PostgreSQL  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/9781420069815-c7">doi:10.1201/9781420069815-c7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ft3mckhzr5agfhopo6awmhwk7e">fatcat:ft3mckhzr5agfhopo6awmhwk7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720224719/https://ir.cwi.nl/pub/14982/14982B.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/ca/9fca3b50d98e575224f758199adc86021986cfa2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/9781420069815-c7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Data Mining Approach in Security Information and Event Management

Anita Rajendra Zope, Amarsinh Vidhate, Naresh Harale
<span title="">2013</span> <i title="EJournal Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hvh5w7m2xzcrhkbhz4hppekzju" style="color: black;">International Journal of Future Computer and Communication</a> </i> &nbsp;
We will see how various data mining techniques can be used in security information and event management system to enhance the capabilities of the system.  ...  This paper gives an overview of data mining field & security information event management system.  ...  Data mining derives its name from the similarities between searching for gold in mines. In gold mines we search for very small particles of gold in tons of soil.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijfcc.2013.v2.126">doi:10.7763/ijfcc.2013.v2.126</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e3anbjo7izh2tjv6uturwdkcbq">fatcat:e3anbjo7izh2tjv6uturwdkcbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830012101/http://www.ijfcc.org/papers/126-IT0017.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a5/f3/a5f30d2d7a634a106906aaf07d1bbb144e705ae8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7763/ijfcc.2013.v2.126"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Can we analyze big data inside a DBMS?

Carlos Ordonez
<span title="">2013</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2qophrpx4vfxjm3tktvrh4f6em" style="color: black;">Proceedings of the sixteenth international workshop on Data warehousing and OLAP - DOLAP &#39;13</a> </i> &nbsp;
On the other hand, for data analytics in a broad sense, there are plenty of non-DBMS tools including statistical languages, matrix packages, generic data mining programs and largescale parallel systems  ...  , being the main technology for big data analytics.  ...  The first alternative allows processing data "in-situ", avoiding exports outside the DBMS. The second one is feasible for open-source DBMSs and developers of industrial DBMSs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2513190.2513198">doi:10.1145/2513190.2513198</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/dolap/Ordonez13.html">dblp:conf/dolap/Ordonez13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ejuvzywvqrd5jig6bfcmixc66m">fatcat:ejuvzywvqrd5jig6bfcmixc66m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321000828/http://www2.cs.uh.edu/~ordonez/pdfwww/w-2013-DOLAP-dmdbms.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fe/eb/feeb6f18465c2ee472cc9e8652efbf5983d0ceda.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2513190.2513198"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Neural Networks in Big Data and Web Search

Will Serrano
<span title="2018-12-30">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73aeke3k45ddlpuyeivcdlmtmu" style="color: black;">Data</a> </i> &nbsp;
This survey paper presents a review of neural networks in Big Data and web search that covers web search engines, ranking algorithms, citation analysis and recommender systems.  ...  suggested or results displayed are either complete or relevant to their search aspirations due to the commercial background of the search service.  ...  Conflicts of Interest: The author declares no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/data4010007">doi:10.3390/data4010007</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2irxpdvtfrclrbndkrubl5jvqq">fatcat:2irxpdvtfrclrbndkrubl5jvqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505140658/https://res.mdpi.com/data/data-04-00007/article_deploy/data-04-00007.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a7/be/a7be0b8fb0bb0a5ab397002541a5edcee524a298.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/data4010007"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Driving with Data in the Motor City: Mining and Modeling Vehicle Fleet Maintenance Data [article]

Josh Gardner, Jawad Mroueh, Natalia Jenuwine, Noah Weaverdyck, Samuel Krassenstein, Arya Farahi, Danai Koutra
<span title="2020-09-21">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Modeling patterns and trends in this data is of particular importance to a variety of stakeholders, particularly as Detroit emerges from Chapter 9 bankruptcy, but the structure in such data is complex,  ...  This work presents a case study and provides the first data-driven benchmark, demonstrating a suite of methods to aid in data understanding and prediction for large vehicle maintenance datasets.  ...  We would like to thank the General Services Department of the City of Detroit for bringing this project to our attention and making the data available for use.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.10010v2">arXiv:2002.10010v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3bdv4ozzpjavzg27lslom6x4pe">fatcat:3bdv4ozzpjavzg27lslom6x4pe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200924001009/https://arxiv.org/pdf/2002.10010v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.10010v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Towards efficient search on unstructured data

Aravindan Raghuveer, Meera Jindal, Mohamed F. Mokbel, Biplob Debnath, David Du
<span title="">2007</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6g37zvjwwrhv3dizi6ffue642m" style="color: black;">Proceedings of the sixteenth ACM conference on Conference on information and knowledge management - CIKM &#39;07</a> </i> &nbsp;
Applications that create and consume unstructured data have grown both in scale of storage requirements and complexity of search primitives.  ...  We consider two such applications: exhaustive search and integration of structured and unstructured data.  ...  Therefore the problem of where and how to store unstructured data in order to search it efficiently, needs a fresh re-assessment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1321440.1321583">doi:10.1145/1321440.1321583</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cikm/RaghuveerJMDD07.html">dblp:conf/cikm/RaghuveerJMDD07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ckzlohdw7zclfozznzyh4slf6i">fatcat:ckzlohdw7zclfozznzyh4slf6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809132313/http://www-users.cs.umn.edu/~mokbel/papers/CIKM_2008.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b6/30/b6303030d883f7d927d254faae7f0303884db8db.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1321440.1321583"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Domain-Driven Data Mining: Challenges and Prospects

Longbing Cao
<span title="">2010</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ht3yl6qfebhwrg7vrxkz4gxv3q" style="color: black;">IEEE Transactions on Knowledge and Data Engineering</a> </i> &nbsp;
Traditional data mining research mainly focus]es on developing, demonstrating, and pushing the use of specific algorithms and models. The process of data mining stops at pattern identification.  ...  In D 3 M, ubiquitous intelligence is incorporated into the mining process and models, and a corresponding problem-solving system is formed as the space for knowledge discovery and delivery.  ...  Yuming Ou, as well as the guest editors and reviewers, and others for their comments, discussions, and/ or experiments on the case studies.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tkde.2010.32">doi:10.1109/tkde.2010.32</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bnwjryuoyngfhpwr2ylsuww7lu">fatcat:bnwjryuoyngfhpwr2ylsuww7lu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120322053454/http://www-staff.it.uts.edu.au/~lbcao/publication/tkde-dddm-published.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/32/04/3204772258b1541a6c6c30130bab8e9b74f54bd5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tkde.2010.32"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Chatbots Employing Deep Learning for Big Data

<span title="2019-09-10">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cj3bm7tgcffurfop7xzswxuks4" style="color: black;">VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE</a> </i> &nbsp;
This paper has proposed the Chatbot to handle the big data in a manageable time.  ...  Also, the inception of meaningful cum instructive feedback endure a demanding and exigent assignment as enactment for chatbots builtout reckon mostly upon templates and hand-written rules.  ...  Big Data Analytics performs summarization, organizing, transforming and analyzing these data sets for the discovery of patterns and unrevealed correlations in the data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.i8017.0981119">doi:10.35940/ijitee.i8017.0981119</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eszidvr2gndafbomcxvkhnhyiu">fatcat:eszidvr2gndafbomcxvkhnhyiu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220308161802/https://www.ijitee.org/wp-content/uploads/papers/v8i11/I8017078919.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ec/6d/ec6d9cabfa4f56959723be547dfc66ef6cdf6385.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.i8017.0981119"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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