Business modeling and data mining /:
Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal...
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Amsterdam ; Boston :
Morgan Kaufmann Publishers,
©2003.
|
Schriftenreihe: | Morgan Kaufmann Series in Data Management Systems Ser.
|
Schlagworte: | |
Online-Zugang: | Volltext Volltext |
Zusammenfassung: | Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. Teaches how to discover, construct and refine models that are useful in business situations Teaches how to design, discover and develop the data necessary for mining Provides a practical approach to mining data for all business situations Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools. |
Beschreibung: | 1 online resource (xxvi, 693 pages) : illustrations |
Bibliographie: | Includes bibliographical references (pages 665-671) and index. |
ISBN: | 9780080500454 0080500455 155860653X 9781558606531 1282284762 9781282284760 9786612284762 6612284765 |
Internformat
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490 | 1 | |a The Morgan Kaufmann Series in Data Management Systems Ser. | |
504 | |a Includes bibliographical references (pages 665-671) and index. | ||
520 | |a Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. Teaches how to discover, construct and refine models that are useful in business situations Teaches how to design, discover and develop the data necessary for mining Provides a practical approach to mining data for all business situations Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools. | ||
505 | 0 | |a The world, knowledge, and models -- Translating experience -- Modeling and mining : putting it together -- Framing business models -- Getting the right model -- Getting the model right -- Deploying the model -- Getting started -- What mining tools do -- Getting the initial model : basic practices of data mining -- Improving the model -- Deploying the mined model -- Methodology. | |
588 | 0 | |a Print version record. | |
546 | |a English. | ||
650 | 0 | |a Business |x Data processing |x Management. | |
650 | 0 | |a Data mining. |0 http://id.loc.gov/authorities/subjects/sh97002073 | |
650 | 0 | |a Database management. |0 http://id.loc.gov/authorities/subjects/sh85035848 | |
650 | 0 | |a Information resources management. |0 http://id.loc.gov/authorities/subjects/sh85066147 | |
650 | 0 | |a Management information systems. |0 http://id.loc.gov/authorities/subjects/sh85080359 | |
650 | 2 | |a Data Mining |0 https://id.nlm.nih.gov/mesh/D057225 | |
650 | 2 | |a Information Management |0 https://id.nlm.nih.gov/mesh/D019451 | |
650 | 2 | |a Management Information Systems |0 https://id.nlm.nih.gov/mesh/D008331 | |
650 | 6 | |a Gestion |x Informatique |x Gestion. | |
650 | 6 | |a Exploration de données (Informatique) | |
650 | 6 | |a Bases de données |x Gestion. | |
650 | 6 | |a Gestion de l'information. | |
650 | 6 | |a Systèmes d'information de gestion. | |
650 | 7 | |a COMPUTERS |x Enterprise Applications |x Business Intelligence Tools. |2 bisacsh | |
650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
650 | 7 | |a Business |x Data processing |x Management |2 fast | |
650 | 7 | |a Data mining |2 fast | |
650 | 7 | |a Database management |2 fast | |
650 | 7 | |a Information resources management |2 fast | |
650 | 7 | |a Management information systems |2 fast | |
655 | 7 | |a dissertations. |2 aat | |
655 | 7 | |a Academic theses |2 fast | |
655 | 7 | |a Academic theses. |2 lcgft |0 http://id.loc.gov/authorities/genreForms/gf2014026039 | |
655 | 7 | |a Thèses et écrits académiques. |2 rvmgf | |
758 | |i has work: |a Business modeling and data mining (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFv9grD6pXyTwKhGBvQqry |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
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Datensatz im Suchindex
DE-BY-FWS_katkey | ZDB-4-EBU-ocn162595849 |
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adam_text | |
any_adam_object | |
author | Pyle, Dorian |
author_facet | Pyle, Dorian |
author_role | |
author_sort | Pyle, Dorian |
author_variant | d p dp |
building | Verbundindex |
bvnumber | localFWS |
callnumber-first | H - Social Science |
callnumber-label | HF5548 |
callnumber-raw | HF5548.2 .P94 2003eb |
callnumber-search | HF5548.2 .P94 2003eb |
callnumber-sort | HF 45548.2 P94 42003EB |
callnumber-subject | HF - Commerce |
collection | ZDB-4-EBU |
contents | The world, knowledge, and models -- Translating experience -- Modeling and mining : putting it together -- Framing business models -- Getting the right model -- Getting the model right -- Deploying the model -- Getting started -- What mining tools do -- Getting the initial model : basic practices of data mining -- Improving the model -- Deploying the mined model -- Methodology. |
ctrlnum | (OCoLC)162595849 |
dewey-full | 006.3 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.3 |
dewey-search | 006.3 |
dewey-sort | 16.3 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
format | Electronic eBook |
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genre | dissertations. aat Academic theses fast Academic theses. lcgft http://id.loc.gov/authorities/genreForms/gf2014026039 Thèses et écrits académiques. rvmgf |
genre_facet | dissertations. Academic theses Academic theses. Thèses et écrits académiques. |
id | ZDB-4-EBU-ocn162595849 |
illustrated | Illustrated |
indexdate | 2024-11-26T14:48:57Z |
institution | BVB |
isbn | 9780080500454 0080500455 155860653X 9781558606531 1282284762 9781282284760 9786612284762 6612284765 |
language | English |
oclc_num | 162595849 |
open_access_boolean | |
owner | MAIN DE-863 DE-BY-FWS |
owner_facet | MAIN DE-863 DE-BY-FWS |
physical | 1 online resource (xxvi, 693 pages) : illustrations |
psigel | ZDB-4-EBU |
publishDate | 2003 |
publishDateSearch | 2003 |
publishDateSort | 2003 |
publisher | Morgan Kaufmann Publishers, |
record_format | marc |
series | Morgan Kaufmann Series in Data Management Systems Ser. |
series2 | The Morgan Kaufmann Series in Data Management Systems Ser. |
spelling | Pyle, Dorian. Business modeling and data mining / Dorian Pyle. Amsterdam ; Boston : Morgan Kaufmann Publishers, ©2003. 1 online resource (xxvi, 693 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier polychrome. rdacc http://rdaregistry.info/termList/RDAColourContent/1003 text file rdaft http://rdaregistry.info/termList/fileType/1002 The Morgan Kaufmann Series in Data Management Systems Ser. Includes bibliographical references (pages 665-671) and index. Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. Teaches how to discover, construct and refine models that are useful in business situations Teaches how to design, discover and develop the data necessary for mining Provides a practical approach to mining data for all business situations Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools. The world, knowledge, and models -- Translating experience -- Modeling and mining : putting it together -- Framing business models -- Getting the right model -- Getting the model right -- Deploying the model -- Getting started -- What mining tools do -- Getting the initial model : basic practices of data mining -- Improving the model -- Deploying the mined model -- Methodology. Print version record. English. Business Data processing Management. Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Database management. http://id.loc.gov/authorities/subjects/sh85035848 Information resources management. http://id.loc.gov/authorities/subjects/sh85066147 Management information systems. http://id.loc.gov/authorities/subjects/sh85080359 Data Mining https://id.nlm.nih.gov/mesh/D057225 Information Management https://id.nlm.nih.gov/mesh/D019451 Management Information Systems https://id.nlm.nih.gov/mesh/D008331 Gestion Informatique Gestion. Exploration de données (Informatique) Bases de données Gestion. Gestion de l'information. Systèmes d'information de gestion. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Business Data processing Management fast Data mining fast Database management fast Information resources management fast Management information systems fast dissertations. aat Academic theses fast Academic theses. lcgft http://id.loc.gov/authorities/genreForms/gf2014026039 Thèses et écrits académiques. rvmgf has work: Business modeling and data mining (Text) https://id.oclc.org/worldcat/entity/E39PCFv9grD6pXyTwKhGBvQqry https://id.oclc.org/worldcat/ontology/hasWork Print version: Pyle, Dorian. Business modeling and data mining. Amsterdam ; Boston : Morgan Kaufmann Publishers, ©2003 9781558606531 (DLC) 2002114338 (OCoLC)52349252 Morgan Kaufmann Series in Data Management Systems Ser. FWS01 ZDB-4-EBU FWS_PDA_EBU https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=249306 Volltext FWS01 ZDB-4-EBU FWS_PDA_EBU https://www.sciencedirect.com/science/book/9781558606531 Volltext |
spellingShingle | Pyle, Dorian Business modeling and data mining / Morgan Kaufmann Series in Data Management Systems Ser. The world, knowledge, and models -- Translating experience -- Modeling and mining : putting it together -- Framing business models -- Getting the right model -- Getting the model right -- Deploying the model -- Getting started -- What mining tools do -- Getting the initial model : basic practices of data mining -- Improving the model -- Deploying the mined model -- Methodology. Business Data processing Management. Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Database management. http://id.loc.gov/authorities/subjects/sh85035848 Information resources management. http://id.loc.gov/authorities/subjects/sh85066147 Management information systems. http://id.loc.gov/authorities/subjects/sh85080359 Data Mining https://id.nlm.nih.gov/mesh/D057225 Information Management https://id.nlm.nih.gov/mesh/D019451 Management Information Systems https://id.nlm.nih.gov/mesh/D008331 Gestion Informatique Gestion. Exploration de données (Informatique) Bases de données Gestion. Gestion de l'information. Systèmes d'information de gestion. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Business Data processing Management fast Data mining fast Database management fast Information resources management fast Management information systems fast |
subject_GND | http://id.loc.gov/authorities/subjects/sh97002073 http://id.loc.gov/authorities/subjects/sh85035848 http://id.loc.gov/authorities/subjects/sh85066147 http://id.loc.gov/authorities/subjects/sh85080359 https://id.nlm.nih.gov/mesh/D057225 https://id.nlm.nih.gov/mesh/D019451 https://id.nlm.nih.gov/mesh/D008331 http://id.loc.gov/authorities/genreForms/gf2014026039 |
title | Business modeling and data mining / |
title_auth | Business modeling and data mining / |
title_exact_search | Business modeling and data mining / |
title_full | Business modeling and data mining / Dorian Pyle. |
title_fullStr | Business modeling and data mining / Dorian Pyle. |
title_full_unstemmed | Business modeling and data mining / Dorian Pyle. |
title_short | Business modeling and data mining / |
title_sort | business modeling and data mining |
topic | Business Data processing Management. Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Database management. http://id.loc.gov/authorities/subjects/sh85035848 Information resources management. http://id.loc.gov/authorities/subjects/sh85066147 Management information systems. http://id.loc.gov/authorities/subjects/sh85080359 Data Mining https://id.nlm.nih.gov/mesh/D057225 Information Management https://id.nlm.nih.gov/mesh/D019451 Management Information Systems https://id.nlm.nih.gov/mesh/D008331 Gestion Informatique Gestion. Exploration de données (Informatique) Bases de données Gestion. Gestion de l'information. Systèmes d'information de gestion. COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Business Data processing Management fast Data mining fast Database management fast Information resources management fast Management information systems fast |
topic_facet | Business Data processing Management. Data mining. Database management. Information resources management. Management information systems. Data Mining Information Management Management Information Systems Gestion Informatique Gestion. Exploration de données (Informatique) Bases de données Gestion. Gestion de l'information. Systèmes d'information de gestion. COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Business Data processing Management Data mining Database management Information resources management Management information systems dissertations. Academic theses Academic theses. Thèses et écrits académiques. |
url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=249306 https://www.sciencedirect.com/science/book/9781558606531 |
work_keys_str_mv | AT pyledorian businessmodelinganddatamining |