| 词条 | SPSS Modeler |
| 释义 |
| name = IBM SPSS Modeler | logo = IBM SPSS Modeler Logo.jpg | logo size = 202px | screenshot = SPSS Modeler Sample Stream.png | caption = Data mining tool | developer = IBM Corp. | latest_release_version = 18.1 | latest_release_date = {{Start date and age|2017|06}} | operating_system = Windows, Linux, Unix, Mac OS X | genre = Data mining and Predictive analytics | license = Proprietary software | website = {{URL|https://www.ibm.com/products/spss-modeler}} }} IBM SPSS Modeler is a data mining and text analytics software application from IBM. It is used to build predictive models and conduct other analytic tasks. It has a visual interface which allows users to leverage statistical and data mining algorithms without programming. One of its main aims from the outset was to get rid of unnecessary complexity in data transformations, and to make complex predictive models very easy to use. The first version incorporated decision trees (ID3), and neural networks (backprop), which could both be trained without underlying knowledge of how those techniques worked. IBM SPSS Modeler was originally named Clementine by its creators, Integral Solutions Limited. This name continued for a while after SPSS's acquisition of the product. SPSS later changed the name to SPSS Clementine, and then later to PASW Modeler.[1] Following IBM's 2009 acquisition of SPSS, the product was renamed IBM SPSS Modeler, its current name. ApplicationsSPSS Modeler has been used in these and other industries:
EditionsIBM sells the current version of SPSS Modeler (version 17) in two separate bundles of features. These two bundles are called "editions" by IBM:
– Text analytics – Entity analytics – Social network analysis Both editions are available in desktop and server configurations. Release history
Product historyEarly versions of the software were called Clementine and were Unix-based. The first version was released on Jun 9th 1994, after Beta testing at 6 customer sites. Clementine was originally developed by a UK company named Integral Solutions Limited (ISL),[10] in Collaboration with Artificial Intelligence researchers at Sussex University. The original Clementine was implemented in Poplog, which ISL marketed for Sussex University. Clementine mainly used the Poplog languages, Pop11, with some parts written in C for speed (such as the neural network engine), along with additional tools provided as part of Solaris, VMS and various versions of Unix. The tool quickly garnered the attention of the data mining community (at that time in its infancy). In order to reach a larger market, ISL then Ported Poplog to Microsoft Windows using the NutCracker package, later named MKS Toolkit to provide the Unix graphical facilities. Original in many respects, Clementine was the first data mining tool to use an icon based Graphical user interface rather than requiring users to write in a Programming language, though that option remained available for expert users. In 1998 ISL was acquired by SPSS Inc., who saw the potential for extended development as a commercial data mining tool. In early 2000 the software was developed into a client / server architecture, and shortly afterward the client front-end interface component was completely re-written and replaced with a superior Java front-end, which allowed deeper integration with the other tools provided by SPSS. SPSS Clementine version 7.0: The client front-end runs under Windows. The server back-end Unix variants (Sun, HP-UX, AIX), Linux, and Windows. The graphical user interface is written in Java. IBM SPSS Modeler 14.0 was the first release of Modeler by IBM. IBM SPSS Modeler 15, released in June 2012, introduced significant new functionality for Social Network Analysis and Entity Analytics. See also
References1. ^{{cite web|url=http://intelligent-enterprise.informationweek.com/showArticle.jhtml;jsessionid=NJTHOD3PYRWU3QE1GHOSKHWATMY32JVN?articleID=216500162|title=Oh My Darling! SPSS Says Goodbye Clementine, Hello 'PASW' – Intelligent Enterprise}} 2. ^{{cite web|publisher=Forrester Research, Inc.|year=2012|title=The Forrester Wave™: Customer Analytics Solutions|url=http://www.forrester.com/pimages/rws/reprints/document/80281/oid/1-KRB1C8}} 3. ^http://www-01.ibm.com/software/success/cssdb.nsf/CS/KKMH-88U29V?OpenDocument&Site=default&cty=en_us 4. ^http://www-01.ibm.com/software/analytics/spss/12/patient-outcomes/ 5. ^http://www-01.ibm.com/software/success/cssdb.nsf/cs/STRD-8LJJGH?OpenDocument&Site=spss&cty=en_us 6. ^http://public.dhe.ibm.com/common/ssi/ecm/en/imw14303usen/IMW14303USEN.PDF 7. ^http://public.dhe.ibm.com/common/ssi/ecm/en/ytw03085usen/YTW03085USEN.PDF 8. ^{{cite journal|last1=Delen|first1=Dursun|year=2009|title=Predicting Movie Box-Office Receipts Using SPSS Clementine Data Mining Software}} 9. ^{{cite book|last1=Nisbet|first1=Robert|title=Handbook of Statistical Analysis and Data Mining Applications|year=2009|publisher=Elsevier|isbn=978-0-12-374765-5|url=http://store.elsevier.com/product.jsp?isbn=9780123747655&pagename=search|pages=391–415|last2=Elder|first2=John|last3=Miner|first3=Gary}} 10. ^1 {{cite web|last1=Shearer|first1=Colin|url=http://www.timeshighereducation.co.uk/story.asp?storyCode=154315§ioncode=26|title=Mining the data-lode|publisher=Times Higher Education|date=November 18, 1994}} 11. ^{{cite web|url=https://developer.ibm.com/predictiveanalytics/2016/03/15/announcing-ibm-spss-modeler-18/|title=Announcing IBM SPSS Modeler 18}} 12. ^{{cite web|url=https://developer.ibm.com/predictiveanalytics/2017/06/20/ibm-spss-modeler-18-1-coding-free-open-source-seamless-weather-data-optimization-integration-text-analytics-big-data/|title=IBM SPSS Modeler 18.1 — Coding Free Open Source, Seamless Weather Data and Optimization Integration and Text Analytics for Big Data}} Further reading
External links
2 : Data mining and machine learning software|Proprietary commercial software for Linux |
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