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A personalization framework for OLAP queries

Ladjel Bellatreche, Arnaud Giacometti, Patrick Marcel, Hassina Mouloudi, Dominique Laurent
<span title="">2005</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2qophrpx4vfxjm3tktvrh4f6em" style="color: black;">Proceedings of the 8th ACM international workshop on Data warehousing and OLAP - DOLAP</a> </i> &nbsp;
In this paper, we propose a framework for personalizing OLAP queries.  ...  In addition, a personalized structure for the visualization is proposed.  ...  CONCLUSION In this paper, we have proposed an approach for personalizing answers to OLAP queries over cubes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1097002.1097005">doi:10.1145/1097002.1097005</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/dolap/BellatrecheGMML05.html">dblp:conf/dolap/BellatrecheGMML05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2xppdxu3svf6xctmslfidgdc6e">fatcat:2xppdxu3svf6xctmslfidgdc6e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100620065210/http://www.ischool.drexel.edu/faculty/song/dolap/dolap05/paper/p9-giacometti.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/16/6f160367dbd3f90a4fa3fbc0c43eb2b1a47f4241.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1097002.1097005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

OLAP Personalization and Recommendation [chapter]

Patrick Marcel
<span title="">2017</span> <i title="Springer New York"> Encyclopedia of Database Systems </i> &nbsp;
Personalization allows adding preferences to a query for filtering out irrelevant results or ranking the results to focus on the most relevant first.  ...  DEFINITION Personalizing or recommending OLAP queries aims at making the OLAP user experience less disorientating when navigating huge amounts of multidimensional data (also called cubes).  ...  The work of [6] introduces a generic framework for similarity-based collaborative query recommendations, with a 3-steps approach for generating recommendations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4899-7993-3_3191-3">doi:10.1007/978-1-4899-7993-3_3191-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2zg4brlwebfk5pci3evzy7etsm">fatcat:2zg4brlwebfk5pci3evzy7etsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724153027/https://hal.archives-ouvertes.fr/hal-01636187/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/12/70/1270f1b6079d6b968d05471a78ffcf6b4ac78a49.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4899-7993-3_3191-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

OLAP Personalization and Recommendation [chapter]

Patrick Marcel
<span title="">2018</span> <i title="Springer New York"> Encyclopedia of Database Systems </i> &nbsp;
Personalization allows adding preferences to a query for filtering out irrelevant results or ranking the results to focus on the most relevant first.  ...  DEFINITION Personalizing or recommending OLAP queries aims at making the OLAP user experience less disorientating when navigating huge amounts of multidimensional data (also called cubes).  ...  The work of [6] introduces a generic framework for similarity-based collaborative query recommendations, with a 3-steps approach for generating recommendations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4614-8265-9_3191">doi:10.1007/978-1-4614-8265-9_3191</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/urnwlejxljgcpfot4lhty6cdu4">fatcat:urnwlejxljgcpfot4lhty6cdu4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190426223529/https://hal.archives-ouvertes.fr/hal-01636187/file/OLAP%20Personalization%20and%20Recommendation%20-%20HAL.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/a1/3aa165ad8a260bd04762d643b14e077087a492e7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4614-8265-9_3191"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Survey of User-Centric Data Warehouses: From Personalization to Recommendation [article]

Eya Ben Ahmed, Ahlem Nabli, Faïez Gargouri
<span title="2011-07-09">2011</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Providing a customized support for the OLAP brings tremendous challenges to the OLAP technology.  ...  We also discuss the two promising concepts in this issue, namely, the personalization and the recommendation of the data warehouses.  ...  After summarizing a log of OLAP queries, Negre proposed a new framework for recommending such OLAP queries.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1107.1779v1">arXiv:1107.1779v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mqsmmhyb6ncnjn73gw3wqiusl4">fatcat:mqsmmhyb6ncnjn73gw3wqiusl4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827084139/https://arxiv.org/ftp/arxiv/papers/1107/1107.1779.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/84/a6/84a639bc9f843b5b8616931f7d3bd25ad5a4cec3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1107.1779v1" 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>

A Survey of User-Centric Data Warehouses: From Personalization to Recommendation

Eya Ben Ahmed, Ahlem Nabli, Faïez Gargouri
<span title="2011-05-31">2011</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;
Providing a customized support for the OLAP brings tremendous challenges to the OLAP technology.  ...  We also discuss the two promising concepts in this issue, namely, the personalization and the recommendation of the data warehouses.  ...  After summarizing a log of OLAP queries, Negre proposed a new framework for recommending such OLAP queries.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdms.2011.3204">doi:10.5121/ijdms.2011.3204</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q4lyay5fmbc5bkq2mzfx6c2qda">fatcat:q4lyay5fmbc5bkq2mzfx6c2qda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602002706/http://www.airccse.org/journal/ijdms/papers/3211ijdms04.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/6b/fe/6bfe5213c60e27ab6f43ab0c8991662e979853a3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdms.2011.3204"> <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>

OLAP Personalization with User-Describing Profiles [chapter]

Natalija Kozmina, Laila Niedrite
<span title="">2010</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/noh4d7uktraolega74eilgfv5u" style="color: black;">Lecture Notes in Business Information Processing</a> </i> &nbsp;
In this paper we have highlighted five existing approaches for introducing personalization in OLAP: preference constructors, dynamic personalization, visual OLAP, recommendations with user session analysis  ...  We have pointed out applicability of personalization to OLAP schema elements in these approaches. The comparative analysis has been made in order to highlight a certain personalization approach.  ...  As a result, a data warehouse user is able to work with a personalized OLAP schema Users may express their preferences on OLAP queries [5] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-16101-8_15">doi:10.1007/978-3-642-16101-8_15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dlcy5dugjfhfnm6pq5tda4rpv4">fatcat:dlcy5dugjfhfnm6pq5tda4rpv4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830024051/http://www.lu.lv/fileadmin/user_upload/lu_portal/projekti/datorzinatnes_pielietojumi/publikacijas/OLAP%20Personalization%20with%20user-describing%20profiles_BIR.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/57/c4/57c4bee1baf598749f22c828bf83bcebb84cb9e2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-16101-8_15"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

RoK: Roll-Up with the K-Means Clustering Method for Recommending OLAP Queries [chapter]

Fadila Bentayeb, Cécile Favre
<span title="">2009</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;
For recommending new OLAP queries, we provide a new OLAP operator based on the K-means method.  ...  Our approach for OLAP personalization is implemented within Oracle 10 g as a prototype which allows the creation of new granularity levels in dimension hierachies of the data warehouse.  ...  In this context, we provide a general framework for OLAP personalization shown in Figure 1 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-03573-9_43">doi:10.1007/978-3-642-03573-9_43</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kh75l2rq2rg3bgnx7nwnkmexsm">fatcat:kh75l2rq2rg3bgnx7nwnkmexsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809013100/https://eric.univ-lyon2.fr/~cfavre/documents/version_complete/DEXA09_Bentayeb.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/14/63/1463c64252f42af5b7362ce5c4e2a2eef8e03290.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-03573-9_43"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A report on the Eighth ACM International Workshop on Data Warehousing and OLAP (DOLAP'05)

Juan Trujillo, Il-Yeol Song
<span title="2006-12-01">2006</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/svqjiw2cwzftpcod3duuxcbveu" style="color: black;">SIGMOD record</a> </i> &nbsp;
We also thank all the authors for submitting their papers and the CIKM2005 organizing committee for all their support. Another gratitude is for our technician Miguel A.  ...  Acknowledgments We would like to express our gratitude to the Program Committee members and the additional external referees for their hard work in reviewing papers.  ...  For this reason, the authors present a framework in which end users (i) specify their information preferences by ordering the different parts of an OLAP query (e.g. dimensions, classification hierarchy  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1228268.1228280">doi:10.1145/1228268.1228280</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qsdylxhyn5d2tacfw5vwpbgdiy">fatcat:qsdylxhyn5d2tacfw5vwpbgdiy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120729052051/http://www.sigmod.org/publications/sigmod-record/0612/p48-column-cooper-2.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/6b/c0/6bc06509fcc1f5b5c734ac59bd363fa481a8c159.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1228268.1228280"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

StreamingCube: Seamless Integration of Stream Processing and OLAP Analysis

Salman Ahmed Shaikh, Hiroyuki Kitagawa
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Hence, we present StreamingCube, which is a unified framework for stream processing and OLAP analysis.  ...  Online analytical processing (OLAP) is a technique whose utility has been proven for such an analysis.  ...  framework. 4) CONTINUOUS AND OLAP QUERIES To evaluate the effectiveness of the proposed unified framework, two CQs are used, one for synthetic data stream and the other for the TPC-H data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2999572">doi:10.1109/access.2020.2999572</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jupxutdsojabxbe36azxk2pcgi">fatcat:jupxutdsojabxbe36azxk2pcgi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429125508/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09107097.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/61/a4/61a4c69cdb0d10870bde6da8e942b8f9daa6adf0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2999572"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Research Directions of OLAP Personalizaton [chapter]

Natalija Kozmina, Laila Niedrite
<span title="">2011</span> <i title="Springer New York"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3uya75px3bdv3kdzrytkb7ds4y" style="color: black;">Information Systems Development</a> </i> &nbsp;
In this paper we have highlighted five existing approaches for introducing personalization in OLAP: preference constructors, dynamic personalization, visual OLAP, recommendations with user session analysis  ...  The goal of our paper is to systematize the ideas proposed already in the field of OLAP personalization to find out further possibility for extending or developing new features of OLAP personalization.  ...  As a result, a data warehouse user is able to work with a personalized OLAP schema, which matches his needs best of all. Users may express their preferences on OLAP queries [3] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4419-9790-6_28">doi:10.1007/978-1-4419-9790-6_28</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/isdevel/KozminaN10.html">dblp:conf/isdevel/KozminaN10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jfca5zmg3bgibpe7l6xeetpc2e">fatcat:jfca5zmg3bgibpe7l6xeetpc2e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706082101/http://www.lu.lv/fileadmin/user_upload/lu_portal/projekti/datorzinatnes_pielietojumi/publikacijas/8_atsk/Kozmina_ISD_final.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/ea/eceaf4f5d83db6fac9e29ead90dd5d8f3e893a12.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4419-9790-6_28"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

New Frontiers in Business Intelligence: Distribution and Personalization [chapter]

Stefano Rizzi
<span title="">2010</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;
Finally, as to personalization, we discuss the benefits of annotating OLAP queries with preferences, focusing in particular on how preferences enable peer heterogeneity in a distributed context to be overcome  ...  In this paper we focus on two enabling technologies for this new generation, namely distribution and personalization.  ...  In particular, we devised a language for the definition of semantic mappings between the multidimensional schemata of peers, and we introduced a query reformulation framework that relies on the translation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-15576-5_4">doi:10.1007/978-3-642-15576-5_4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vw3x3ts4f5cpvb7jye4eahm45a">fatcat:vw3x3ts4f5cpvb7jye4eahm45a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810100515/http://www-db.deis.unibo.it/~srizzi/PDF/adbis10.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/78/88/7888f635e69953eacededa40b82ee9922177288e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-15576-5_4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Modeling, querying and reasoning about OLAP databases

Ken Q. Pu
<span title="">2005</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2qophrpx4vfxjm3tktvrh4f6em" style="color: black;">Proceedings of the 8th ACM international workshop on Data warehousing and OLAP - DOLAP</a> </i> &nbsp;
We propose a new functional framework for modeling, querying and reasoning about OLAP databases.  ...  which permits equational reasoning on equivalence of OLAP queries and generalized summarizability of aggregate views.  ...  We also rely unification for typechecking and type-inference in our framework.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1097002.1097004">doi:10.1145/1097002.1097004</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/dolap/Pu05.html">dblp:conf/dolap/Pu05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sdqxhsxrgbc3di2qk2hvf5jrsm">fatcat:sdqxhsxrgbc3di2qk2hvf5jrsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090424054953/http://www.ischool.drexel.edu/faculty/song/dolap/dolap05/paper/p1-pu.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/c4/3b/c43b3610d00967847c92708ddfd732134f2895b1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1097002.1097004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

SIZE ESTIMATION AT DESIGN STAGES OF SYSTEM DEVELOPMENT

Dr.Madhu Bhan
<span title="2017-09-30">2017</span> <i title="IJARCS International Journal of Advanced Research in Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dbwzqwxyw5hn3aantchmoxx65q" style="color: black;">International Journal of Advanced Research in Computer Science</a> </i> &nbsp;
We demonstrate estimation of the effort and size of OLAP system using Class Point approach and Class Method Points approach in the early stages of their development life cycle.  ...  These are as follows: 1) Simple OLAP of low complexity -2 person-weeks 2) OLAP of medium complexity -2 person-month 3) OLAP of high complexity -2 person-years.  ...  defines a framework of concepts that can be used to express the problem domain.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.26483/ijarcs.v8i9.4909">doi:10.26483/ijarcs.v8i9.4909</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ptddo2qjw5hw7hovevieo4v2ni">fatcat:ptddo2qjw5hw7hovevieo4v2ni</a> </span>
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Towards the Next Generation of Data Warehouse Personalization System: A Survey and a Comparative Study [article]

Saida Aissi, Mohamed Salah Gouider
<span title="2012-08-01">2012</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
A benchmarking study of OLAP personalization methods is proposed. Several evaluation criteria are used to identify the existence of trends as well as potential needs for further investigations.  ...  Multidimensional databases are a great asset for decision making.  ...  Bellatreche et al [9, 10] propose a framework for visual personalization of the response to MDX queries taking into account not only visualization constraint but also user profile.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1208.0203v1">arXiv:1208.0203v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ac5jvzla7rhqnnb7anhezf2bmu">fatcat:ac5jvzla7rhqnnb7anhezf2bmu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929182534/https://arxiv.org/ftp/arxiv/papers/1208/1208.0203.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/78/3d/783d3a1f4a1f8c3653719ad10b55ce0e194e671d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1208.0203v1" 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>

hMDAP: A Hybrid Framework for Multi-paradigm Data Analytical Processing on Spark [article]

Xiaowang Zhang, Jiahui Zhang, Zhiyong Feng
<span title="2017-01-16">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We propose hMDAP, a hybrid framework for large-scale data analytical processing on Spark, to support multi-paradigm process (incl.  ...  OLAP, machine learning, and graph analysis etc.) in distributed environments. The framework features a three-layer data process module and a business process module which controls the former.  ...  When the user submits a query to the framework, the query and analysis module in the framework starts to parse the user's query.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1701.04182v1">arXiv:1701.04182v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/elvlpkyqsva27lmhfqetljz66y">fatcat:elvlpkyqsva27lmhfqetljz66y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827042537/https://arxiv.org/pdf/1701.04182v1.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/b7/0a/b70a5bdeba2f78b484bf18a5ca33f83e7348e2e0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1701.04182v1" 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>
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