** *********** IN ************* Code *** Title:Student Name:Professor *************** ******************* According ** ****** Business ************ **** refers ** * ***************** ******* *** evaluating **** and ********* ********** information to ****** a business ********** ********** **** ********** *** other ************ **** **** informed business ********* ******** intelligence ********* * *** ** ***** ************* and applications that ****** ******** enterprises ** bring ******** **** **** ******** ******* *** interior systems prepare ** *** ******** design *** run queries against *** **** *** create ******* **** ************** *** ********** ** **** the analytical ******* available ** ************ ******** makers ** ******** ** operational **************** ************** ******** ******* ******* ***** *** a ******* ************ information system that ******** ******** ********** *** ********* business *************** ********** ** *********** ******** DSS ** ** interactive software-based system ******* ** assist ******** ****** ** ***** ******** ****** *********** **** ******** ********* *** data ******** models and ********* to ******** *** ***** complications *** **** ************ ***** ******** also integrate ***** ******** ********* *** ******** ********** ********* *********** ******** **** mining *** **** ********* *** **** ****** *** ******** ********* *** conducted and accomplished by ***** of ************* **** ********** predictive modelers *** ******* ********* ************* *** ****** data is typically stored ** smaller **** marts ** **** warehouse that hold ************* of **************** informationIn **** article ***** ** **** ** explaining *** ******** *** of **** mining **** ****** and *** ****** *********** to *** described restaurant ******* Additionally ** will ****** the question ***** ** possible ** use ****** analytics ****** ******** *** ****** ******* ************ *** ******* *** *** ************* ***** ******** Other areas ** ** looked ** ****** the ********** ** **** paper ******* *** *** ** ********** ****** *** how complex ******** *** ** ****** *** of decision ****** ** illustration ** ********* ***** multiple ***** emerge; *** ** ********** *** ******* ** **** explain *** ********** of ********* *** ******** ********* ** business *************** ****** Text Mining *** *** *** ********* ******* data mining ** *** sorting ******* **** **** *** *** ** identifying ******** *** ************ ************* This include ********** such ** *********** ******** *** patterns ** which ** ***** ** ****** to ******** classification ********** *** *** patterns) **** ******** *** ****** of ******** where ** ***** *** **** ** ******* event) ********** ************ *** visually documenting **** ** ***** *** previously ****** *** forecasting (finding ******** in **** **** *** ****** ** ******** *********** ***** the ********* **** ****** will ** used ** our **** ***** ********** ** ********* **** **** be ************ ******* *** *********** ** **** ****** ********** and ************* **** *** web mining ******* mining ******* ******** ****** ** *** ************* ** information ********* ** *********** **** ****** ********** *** ************* **** *********** ********* over *** World **** *** **** ********* is ******** used ** ******** relationship ********** (CRM) ****** explains *** ******** ** ********** ********* *********** from a ***** ********* ** our case ******** *** ************ ** the restaurant **** *** *** ****** to ********** the ******** behavior **** *** ********* outlets ******** the effectiveness of * ******** *** **** and ****** ** ******** *** accomplishment of a ********* *********** ****** **** allow *** stakeholders ** look *** ******** in **** *** ********* ****** *********** ****** and ***** mining Content ****** is deployed ** inspect **** gathered ** web ****** ******* *** ****** ******* ********* ****** ** **** ** ****** **** ******* ** *** structure ** * ******** ******* ***** ****** ** *** ***** hand is used ** examine **** ******* ** * ******* user’s ******* ***** **** data ********* by ***** *** **** *** **** ***** ** ****** *** *** transactionsTexting ****** refers ** *** analysis ** **** ******* ** a ******* ******** **** **** analytics ******* *** *********** ** text ****** methodologies *** ********** to ***** ********** business problems ** *********** of **** ****** ********* the stakeholders ** *** case ***** ********** ******** **** ** ****** ** ****** ************** valuable business ********** ******* **** ********** ******* **** ***** postings ** ****** ***** ******** Facebook ******** **** and **** ********* **** analytics ******** *********** *** be **** ** *********** ******* and ***** ** unstructured **** into ********* ****** ***** then ** ****** ** ********** **** ** * ******** and evaluated with ********* **** mining methods Our ********** ************ would *** ** ********* ******** to ************ use text ********* ** ******* insightful content ******** ****** **** *** ******* of their ********* ********* relevance and intensity ** ***** ************ ** is ******** ** *** ****** analytics social ******** and ****** ******* ******** for *** **** ** the ********** ******* **** ****** ********* is the gathering and ******** ** digital statistical **** from the social media and blogs ******** *** ********* the raw **** ** **** ******** ********* *** ****** ** customer sentiment **** the *** ** ********** ********* *** customer service ********** ** *** most *** of social analytics *** ********* and ******** **** is **** **** during decision ************** *********** ********** on *** other hand ** *** ******** ** extending the number ** ************ business *** social ******** by making links *** individuals ** *** ********** ************ ********* *** ****** of the ************ ****** ******** ******* that *** ******** ** **** ****** ** ******* **** customers ****** ******* ******** defines *** ******* of *********** *** ************ ******** ** *** ****** ******* ** processes and maps *** ****** of ************* and relationship ******* among ********* ********** entities Websites ****** ********* ******* organizations *** groups *** *** ****** *** ******* knowledge ********** ** * **** analysis of these ******** by *** ********** ************ **** ****** **** ** **** ** **** ********** information **** *** ** **** in ******** **************** ******** refers ** *** ******* employed ** ********** analytics ** create a *********** ***** ** a ******** ******** ** *** **** ** **** ****** ********** ********* ** ********* **** ********** ****** ****** *** probabilities * ********** model ********* of **** predictors **** are ******** ********** which are ****** ** ********* * future ************** For *** ********** **** ***** predictive ******** ***** ** **** in ********* Customer’s *** gender ******* ******** ******* *** use ** ******** *** likelihood of ****** ************** *** ********** ******** **** ** ******** *** *** ********** predictors; * statistical ***** ** ******** predictions are made a ***** ** ******** ** ************* **** becomes ********* *** complex ******** *** ******** *** ****** **** subdivisions and **** subdivision ******* ***** into ******* ********* until ** **** divisions *** *** ** **** *** ***** smaller ************ are **** ****** ** the ********** ***** The ********* ******** **** *** individual *********** are ******* ******** ** ********** ***** ***** *** final parent **** arrived ******** the ******* ** ******** ************ ********* ******** ***** *** ***** The multiple ***** *** emerge Thus multiple factors **** ** the organizational ******* and ******** factors use **** information *** knowledge ** *** business enterprise *** dilemma **** arise *** ** *** ******** ** ******** ***** ** **** ********* resources *** *********** * ******* ** such * **** **** ***** * ******************** ****** ** the ********* ** an ********* of the ********** ****** ** ******* ******** ** **** * ***** of ** ******* occurrence or forecast * future ******* ********** ** therefore **** ** ********** of * ****** event ***** ** ***** scenario For *** ********** **** ***** *** management could **** ** with * simulation **** ***** ** **** ** ******* ******** ******** and ***** ******** **** ******* ** ******** ************ *********** **** simulation ********** the ********** ** * ****** ***** is ***** ** ******* ********** modeling Optimizing decisions is ** important element *** ******** *********** ** accomplish *** prediction ******** *** ********** requires ****** ******** ********* ******* ****** ** have *********** *** fact that **** warehouses ****** analysis of *** historic **** **** ********* analysis *** incapable ** ********* ************ of forthcoming ***** or trendWhat-if ********** ******** ***** this *** ** ******** ******* ** imitate *** ******* *** behavior ** * complex system ********** some ******** ********** ** important factor ** *** ****** ******* ** ******* ********** *********** ** ** ******** an adequate formalism to ********** express *** ********* ********** ***** One of the ********** ** ********** modeling **** optimization ** that ********** *** capable ** ********* ***** **** ********** ******** **** ********* ********* ***** systems This **** *** **** ***** *** designer ** ********* *** *********** ** *** ****** but **** ****** the determination of ********** As * ****** *** **** *** ******* the ********** of *********** ************* ******** ******** ************ ********* *** *** ** ********** employed ** ** decision ****** ** improve *** performance ** a business ********** ***** ********** are dependent on *** ******* *** ******** ****** *** stored **** ***** ** **** ********** ** ********* ******* **** ** ** so ******* for *** **** ***** ********** to ** ******* ***** ******* ** data they have *** ******** **** *** ********* may **** * *** *** **** **** ** *** *********************** * ****** Web **** Mining: Exploring ********** ******** *** ***** **** ****** *********** ******** ******* ***** ******** MediaScheps * (2013) ******** ************ *** ******* Hoboken *** ******* John Wiley ***** *********** * ****** Social ***** Analytics: Effective ***** *** ******** *** Interpreting *** York ***** McGraw-Hill ************

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