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Microservices based Framework to Support Interoperable IoT Applications for Enhanced Data Analytics [article]

Sajjad Ali, Muhammad Aslam Jarwar, Ilyoung Chong
<span title="2019-10-19">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Internet of things is growing with a large number of diverse objects which generate billions of data streams by sensing, actuating and communicating.  ...  Management of heterogeneous IoT objects with existing approaches and processing of myriads of data from these objects using monolithic services have become major challenges in developing effective IoT  ...  for enhanced data analytic services Figure 3 . 3 A model of knowledge-driven microservices Figure 4 . 4 Machine Learning based data-driven analytics model III.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1910.08713v1">arXiv:1910.08713v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3gjf3pay5bacff44ve46f4o3qm">fatcat:3gjf3pay5bacff44ve46f4o3qm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200907135317/https://arxiv.org/ftp/arxiv/papers/1910/1910.08713.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/59/1a/591aec36af03c6931e13163f2ec329eac35bd51a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1910.08713v1" 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>

Supply Chain Integration for Sustainability Faces Sustaining ICT Problems [chapter]

Hans Wortmann, Alex A. Alblas, Paul Buijs, Kristian Peters
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kss7mrolvja63k4rmix3iynkzi" style="color: black;">IFIP Advances in Information and Communication Technology</a> </i> &nbsp;
Integration problems should be studied by analysing the underlying characteristics of the technology.  ...  It addresses the question, why operational decisions are often not based on integrated information in supply chains.  ...  In contrast to analytical data, the data for these decision support models is based on a snapshot of transactional data at a particular point in time ("now").  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-41263-9_61">doi:10.1007/978-3-642-41263-9_61</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3shv2qddczgnrfzcu7oyhjq3vy">fatcat:3shv2qddczgnrfzcu7oyhjq3vy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180728035706/https://link.springer.com/content/pdf/10.1007%2F978-3-642-41263-9_61.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/6f/28/6f287a90402a45f43a664247d3005834dffbda9f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-41263-9_61"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

An Active Conceptual Model for Fixed Income Securities Analysis for Multiple Financial Institutions [chapter]

Allen Moulton, Stéphane Bressan, Stuart E. Madnick, Michael D. Siegel
<span title="">1998</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Experience from this implementation provides insight into the requirements for successful application of a conceptual model in mediating among heterogeneous, autonomous users and information resources.  ...  The mediator product was designed as a general interpretive engine specialized and controlled by the declarative knowledge from the conceptual model.  ...  As in these projects, DCS integrates data sources through a shared model of knowledge specific to the problem domain.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-49524-6_32">doi:10.1007/978-3-540-49524-6_32</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lf4mqupqrfdhblzi7er5ylzu2i">fatcat:lf4mqupqrfdhblzi7er5ylzu2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120914100714/http://web.mit.edu/amoulton/www/er98.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/ef/a4/efa45e9f61054fd59ac182d1a3a497210ac92713.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-49524-6_32"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

The VINEYARD Approach: Versatile, Integrated, Accelerator-Based, Heterogeneous Data Centres [chapter]

Christoforos Kachris, Dimitrios Soudris, Georgi Gaydadjiev, Huy-Nam Nguyen, Dimitrios S. Nikolopoulos, Angelos Bilas, Neil Morgan, Christos Strydis, Christos Tsalidis, John Balafas, Ricardo Jimenez-Peris, Alexandre Almeida
<span title="">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
VINEYARD plans to demonstrate the advantages of its approach in three real use-cases a) a bio-informatics application for high-accuracy brain modeling, b) two critical financial applications, and c) a  ...  This programming framework will, further, allow the hardware accelerators to be swapped in and out of the heterogeneous infrastructure so as to o↵er high flexibility and energy e ciency.  ...  Acknowledgment This project has received funding from the European Unions Horizon 2020 research and innovation programme under grant agreement No 687628.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-30481-6_1">doi:10.1007/978-3-319-30481-6_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4yvigra2w5aa7dakazch6x3qni">fatcat:4yvigra2w5aa7dakazch6x3qni</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722125113/https://pure.qub.ac.uk/portal/files/28671692/2016_ARC.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/f7/01/f701209e7345bb857e173cfa3940c3215f0b09e6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-30481-6_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Big Data Architecture for Environmental Analytics [chapter]

Ritaban Dutta, Cecil Li, Daniel Smith, Aruneema Das, Jagannath Aryal
<span title="">2015</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kss7mrolvja63k4rmix3iynkzi" style="color: black;">IFIP Advances in Information and Communication Technology</a> </i> &nbsp;
Meta-feature base and semantic feature base were integrated to form an enriched feature space, which was a most significant representation of the heterogeneous big data.  ...  Recent development of heterogeneous big data analytics and architectural development for big data integration for agricultural solution was the main motivation behind this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-15994-2_59">doi:10.1007/978-3-319-15994-2_59</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qvxkw6w4hbgxvh6mjqj2heuaym">fatcat:qvxkw6w4hbgxvh6mjqj2heuaym</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502031716/https://hal.inria.fr/hal-01328610/document" 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/45/97/4597ea0ef5e9740d56c38d10d6aeb5ed54ad132e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-15994-2_59"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

On Warehouses, Lakes, and Spaces: The Changing Role of Conceptual Modeling for Data Integration [chapter]

Matthias Jarke, Christoph Quix
<span title="">2017</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cxfyduyc35a7rb4err5davthgm" style="color: black;">Conceptual Modeling Perspectives</a> </i> &nbsp;
The role of conceptual models, their formalization and implementation as knowledge bases, and the related metadata and metamodel management, has continuously evolved since their inception in the late 1970s  ...  In this paper, we trace this evolution from traditional database design, to data warehouse integration, to the recent data lake architectures.  ...  Similarly, the Italian MOMIS system used an object-oriented modeling language to support the integrated querying of heterogeneous information sources [8] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-67271-7_16">doi:10.1007/978-3-319-67271-7_16</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/birthday/JarkeQ17.html">dblp:conf/birthday/JarkeQ17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pp3xwsur3nbxdoo2iftbt4ewdi">fatcat:pp3xwsur3nbxdoo2iftbt4ewdi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190219034428/http://pdfs.semanticscholar.org/17f5/3478f4b2738d3b70cbee568de026982398d3.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/17/f5/17f53478f4b2738d3b70cbee568de026982398d3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-67271-7_16"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

On-Line Control Of The Natural And Anthropogenic Safety In Krasnoyarsk Region

T. Penkova, A. Korobko, V. Nicheporchuk., L. Nozhenkova, A. Metus
<span title="2015-07-04">2015</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This paper presents an approach of on-line control of the state of technosphere and environment objects based on the integration of Data Warehouse, OLAP and Expert systems technologies.  ...  There is a description of OLAP-models that provide a multidimensional analysis of monitoring data and dynamic analysis of principal parameters of controlled objects.  ...  ANALYTICAL MODELING THE STATE OF TECHNO SPHERE AND ENVIRONMENT OBJECTS Analytical modelling the state of technosphere and environment objects is based on OLAP (On-line Analytical Processing) technology  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1107970">doi:10.5281/zenodo.1107970</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m7p2ncndmvfezmhdjv2zro7mrq">fatcat:m7p2ncndmvfezmhdjv2zro7mrq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200221082110/https://zenodo.org/record/1107970/files/10002080.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/50/01/5001842e95eb636868140b9e856722a97c7459f1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1107970"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Hadoop as a Service: Integration of a Company's Heterogeneous Data to a Remote Hadoop Infrastructure

Yordan Kalmukov, Milko Marinov
<span title="">2022</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
Therefore, this article proposes an architecture for integration of a company's heterogeneous data (stored within a database of any type, or in the file system) to a remote Hadoop cluster, providing powerful  ...  However, having a single data analyst with a computer is far from enough in the era of big data.  ...  Fund of the "Angel Kanchev" University of Ruse.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2022.0130406">doi:10.14569/ijacsa.2022.0130406</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ll7ojcbxqrazjkntxpvnffjqt4">fatcat:ll7ojcbxqrazjkntxpvnffjqt4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220507235434/https://thesai.org/Downloads/Volume13No4/Paper_6-Hadoop_as_a_Service_Integration_of_a_Companys_Heterogeneous_Data.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/6d/60/6d60a95b0b507d859a00b9d138373dc383b8962e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2022.0130406"> <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 Harmonization for Heterogeneous Datasets: A Systematic Literature Review

Ganesh Kumar, Shuib Basri, Abdullahi Abubakar Imam, Sunder Ali Khowaja, Luiz Fernando Capretz, Abdullateef Oluwagbemiga Balogun
<span title="2021-09-06">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
As data size increases drastically, its variety also increases. Investigating such heterogeneous data is one of the most challenging tasks in information management and data analytics.  ...  The heterogeneity and decentralization of data sources affect data visualization and prediction, thereby influencing analytical results accordingly.  ...  In this study, the issue of heterogeneity of large firms was solved using a NoSQL-based data integration model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11178275">doi:10.3390/app11178275</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2e5jcmsodrej3fwkxkftiwhrsu">fatcat:2e5jcmsodrej3fwkxkftiwhrsu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210907070715/https://mdpi-res.com/d_attachment/applsci/applsci-11-08275/article_deploy/applsci-11-08275.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/79/57/7957215fd16f76ee1aa5237b2ec3c29512594f98.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11178275"> <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>

Modeling of monitoring processes of structurally heterogeneous technological objects

Аleksandr Skatkov, Victoria Shevchenko, Dmitry Voronin, Dmitriy Moiseev, S. Bratan, S. Gorbatyuk, S. Leonov, S. Roshchupkin
<span title="">2017</span> <i title="EDP Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4vlgvitw6fcmbay5hkyo2s2ime" style="color: black;">MATEC Web of Conferences</a> </i> &nbsp;
A model of the monitoring system of structurally heterogeneous technological objects has been proposed.  ...  The problems arising at the stage of integration of isolated automation systems into a single information space of the enterprise have been analyzed.  ...  This work was supported by the Russian Foundation for Basic Research (project № 15-29-07936).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/matecconf/201712903022">doi:10.1051/matecconf/201712903022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cv5ximwpgndehawpx67zojle2e">fatcat:cv5ximwpgndehawpx67zojle2e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724170405/https://www.matec-conferences.org/articles/matecconf/pdf/2017/43/matecconf_icmtmte2017_03022.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/7a/73/7a73a6028af5c62b2d5a4caf95b5a9a8fae15a51.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/matecconf/201712903022"> <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>

Lesson Observation Data in Learning Analytics Datasets: Observata [chapter]

Maka Eradze, Mart Laanpere
<span title="">2017</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
As a proof of concept, we have applied the approach in two research works where observations had been used to enrich or triangulate the results obtained for traditional data sources.  ...  This paper focuses on how the data extracted from the observations can be integrated with data coming from activity tracking, resulting in a multimodal dataset.  ...  data with no consistent format [13] . • Data integration: Most of the LA solutions involve a limited number and variety of data sources [2] [7] [8] , mainly due to the heterogeneity of data models  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-66610-5_50">doi:10.1007/978-3-319-66610-5_50</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kjtjskimevaovdiys7ctg7vdyq">fatcat:kjtjskimevaovdiys7ctg7vdyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200214125402/http://ceur-ws.org/Vol-1828/paper-11.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/3a/b4/3ab43b3f609165096560a113daa8d8d03a5c560f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-66610-5_50"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Review and comparison of works on heterogeneous data and semantic analysis in Big Data

Vitor Valerio de Souza Campos, Jacques Duílio Brancher, Francyelcyo Pussi Farias, José Luiz Villela Marcondes Mioni, Pedro Luiz Garbim Brahim
<span title="2021-06-30">2021</span> <i title="Universidade Estadual de Londrina"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5px7etunc5dbncusteqb5fbiay" style="color: black;">Semina: Ciências Exatas e Tecnológicas</a> </i> &nbsp;
In integration approaches, heterogeneity is one of the main challenging factors on the task of providing integration among different data sources, whose solution lies in the search for equality among them  ...  The work aims to review methods and techniques used in data integration in Big Data, considering data heterogeneity, reviewing techniques that use the concepts of Semantic Web, Cloud Computing, Data Analysis  ...  Acknowledgments To the State University of Londrina, on supporting this research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5433/1679-0375.2021v42n1p113">doi:10.5433/1679-0375.2021v42n1p113</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kn7jdhdigvbvbdrzuro5x6m244">fatcat:kn7jdhdigvbvbdrzuro5x6m244</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220116215105/https://www.uel.br/revistas/uel/index.php/semexatas/article/download/42922/29843" 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/cc/16/cc162178d5c21b5563b23ecd07273f210a72879e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5433/1679-0375.2021v42n1p113"> <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>

BIIIG: Enabling business intelligence with integrated instance graphs

Andre Petermann, Martin Junghanns, Robert Muller, Erhard Rahm
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vuw5ktdyknehrehttg5qm4rfqm" style="color: black;">2014 IEEE 30th International Conference on Data Engineering Workshops</a> </i> &nbsp;
We propose a new graph-based framework for business intelligence called BIIIG supporting the flexible evaluation of relationships between data instances.  ...  It builds on the broad availability of interconnected objects in existing business information systems.  ...  We are grateful to Web Notes Technologies for providing us with the data for the ERPNext use case.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdew.2014.6818294">doi:10.1109/icdew.2014.6818294</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icde/PetermannJMR14.html">dblp:conf/icde/PetermannJMR14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4rry6p6il5bnzbsvaryql3jwla">fatcat:4rry6p6il5bnzbsvaryql3jwla</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922003907/https://dbs.uni-leipzig.de/file/BIIIG.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/23/4e/234e13b6cee761f915ac763412f8f587150b3273.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdew.2014.6818294"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

On-line Modelling and Assessment of the State of Technosphere and Environment Objects based on Monitoring Data

T.G. Penkova, A.V. Korobko, V.V. Nicheporchuk, L.F. Nozhenkova
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cx3f4s3qmfe6bg4qvuy2cxezyu" style="color: black;">Procedia Computer Science</a> </i> &nbsp;
This paper presents an approach of operational control of the state of technosphere and environment objects based on the integration of Data Warehouse, OLAP and Expert systems technologies.  ...  There is a description of OLAP-models that provide a multidimensional analysis of monitoring data and dynamic analysis of principal parameters of controlled objects.  ...  On-line analytical modeling of the state of technosphere and environment objects On-line analytical modelling of the state of technosphere and environment objects is based on OLAP (On-line Analytical Processing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2014.08.095">doi:10.1016/j.procs.2014.08.095</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dhfsmdnzmnbaxl5rik3hmclomu">fatcat:dhfsmdnzmnbaxl5rik3hmclomu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190412130332/https://core.ac.uk/download/pdf/82398200.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/a0/3b/a03ba82eaf07e8e9ece1d2ea3d1ad2bd89c56c4d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2014.08.095"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Graph-based data integration and business intelligence with BIIIG

André Petermann, Martin Junghanns, Robert Müller, Erhard Rahm
<span title="2014-08-01">2014</span> <i title="VLDB Endowment"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p6rqwwpkkjbcldejepcehaalby" style="color: black;">Proceedings of the VLDB Endowment</a> </i> &nbsp;
In the demonstration, we perform all data integration steps and present analytic queries including pattern matching and graph-based aggregation of business measures.  ...  We demonstrate BIIIG (Business Intelligence with Integrated Instance Graphs), a new system for graph-based data integration and analysis.  ...  Powerful graph models such as the property graph model [8] are also a promising basis for data integration as they allow a flexible and uniform representation of heterogeneous metadata and instance objects  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/2733004.2733034">doi:10.14778/2733004.2733034</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g2eq523pa5atphcwbdxc64gaxa">fatcat:g2eq523pa5atphcwbdxc64gaxa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190718011347/http://www.vldb.org:80/pvldb/vol7/p1577-petermann.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/41/d1/41d1cd80b68c0bb98289d9d3c92988d888c027ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/2733004.2733034"> <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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