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A Conceptual Modeling Framework for Business Analytics [chapter]

Soroosh Nalchigar, Eric Yu, Rajgopal Ramani
2016 Lecture Notes in Computer Science  
This paper proposes a modeling framework (a set of metamodels and a set of design catalogues) for requirements analysis of data analytics systems.  ...  The framework comes with a set of catalogues that codify and represent an organized body of business analytics design knowledge.  ...  Conclusion This paper presented initial research results towards a conceptual modeling framework for business analytics. The framework has been tested in three case studies.  ... 
doi:10.1007/978-3-319-46397-1_3 fatcat:7g7nbwgvt5fkbldweuurjrexeq

The Anthony Triangle and an Analytics Framework: Devel-oping a Business Analytics Curriculum Conceptual Model

Theodore Larson, Daniel Friesen
2020 Zenodo  
The Decision Mode Ternary is then applied to the field of Business Analytics to develop the Analytics Framework which conceptualizes the roles around Business Analytics, Data Analytics, and Modelling.  ...  The Anthony Triangle is a long-established model for highlighting the planning and control of an organization's processes. It has aged well but should be updated for modern distribution of personnel.  ...  These areas should be shifted in priority based on the emphasis of the program itself to target a particular mix within the Analytics Framework of Business Analytics, Data Analytics, and Modelling.  ... 
doi:10.5281/zenodo.3996830 fatcat:lwwtjqk7o5alvi6rp6qgqojgvy

Delivering Zero Carbon Buildings: The Role of Innovative Business Models

Xiaojing Zhao, Wei Pan
2015 Procedia Engineering  
The paper then investigates the conceptual framework of business models for ZCB.  ...  The paper first reviews the concepts of ZCB and identifies the challenges to ZCB based on the PESTEL analytical framework.  ...  The Analytical framework of business model for ZCB The term 'business model' is a relatively young phenomenon that rose to prominence until the middle of the 1990s.  ... 
doi:10.1016/j.proeng.2015.08.440 fatcat:gt7oamcd6feh5a3xto7poj3or4

Tool Support and Data Management for Business Analytics Applications in Healthcare

Mana Azarm, Fatemeh Nargesian, Liam Peyton
2011 International Journal for Infonomics  
We illustrate and evaluate our approach with a prototype implementation and a case study using a healthcare analytics dashboard for managing hospital acquired infections.  ...  We propose a tool framework that includes: a metadata repository for enterprise data consolidated in the data warehouse; a systematic approach to data lineage mappings across the enterprise data architecture  ...  In our case study, we built a conceptual business model using the Conceptual Integration Model (CIM) framework [5] .  ... 
doi:10.20533/iji.1742.4712.2011.0054 fatcat:6fvudtwsmzeafeeivckkc5a2by

Towards Framework for Economic Value of Analytical Systems in Agriculture: Proposal of Research

Jan Tyrychtr, Pavel Junek, V. Vostrovský, A. Vasilenko, J. Nouza
2016 Agris on-line Papers in Economics and Informatics  
A new research process and research phases for the design of a conceptual framework for analytical systems' economic evaluation in agriculture is proposed based on this theoretical and research background  ...  An important criterion for agricultural businesses and farmers who make investment decisions is the profitability of their investments.  ...  herein have been obtained owing to support from the Internal grant agency of the Faculty of Economics and Management, Czech University of Life Sciences in Prague, grant no. 20161019, "Economic value of analytical  ... 
doi:10.7160/aol.2016.080110 fatcat:a44gtxwcwzcivjs2huf2ivfjc4

A Conceptual Framework to Classify Strategic Information Systems Planning Methodologies

Hadi Kandjani, Amir Mohtarami, Amirhossein Eslami Andargoli, Reza Shokoohmand
2013 Proceedings of the 15th International Conference on Enterprise Information Systems  
This adjusted conceptual framework will be then used as a guide to choose a relevant SISP methodology when planning for information systems.  ...  SBU Business/ Corporate/ SBU Business/ Corporate/ SBU Modelling Method Verbal Analytical or mathematical Verbal, Iconic, pictorial or schematic Verbal Analytical or mathematical  ... 
doi:10.5220/0004438801900196 dblp:conf/iceis/KandjaniMAS13 fatcat:o7ilwy2lr5gyxlqpmqykjklog4

Towards a Self-service Data Analytics Framework

Mohamed MZaghloul, Amr Ali-Eldin, Mofreh Salem
2013 International Journal of Computer Applications  
The need for Self-service data analytics is inevitable as it supports the business in making the right decisions.  ...  Further, we enunciate the need for mainly three components: Map component, Process Flow component and a Control Model component.  ...  THE PROPOSED ARCHITECTURE The proposed conceptual framework shows how the Selfservice data analytics framework will be built using a processcentric approach.  ... 
doi:10.5120/13893-1840 fatcat:5u2ey6pqzjdxrjg34ukrck6zsy

Data Warehouse Requirements Analysis Framework: Business-Object Based Approach

Anirban Sarkar
2012 International Journal of Advanced Computer Science and Applications  
This paper has proposed a Business Object based requirements analysis framework for DW system which is supported with abstraction mechanism and reuse capability.  ...  The proposed framework starts with the identification of the analytical requirements using business process driven approach and finally refine the requirements in further detail to map into the conceptual  ...  A business object (BO) is a conceptual object that has been specified for the purpose of directly describing and representing a business concept with a well-defined boundary and identity.  ... 
doi:10.14569/ijacsa.2012.030104 fatcat:bfborwdhjzawpfykwvvvay2a2u

Linking Operational Business Intelligence with Value-Based Business Requirements [chapter]

Tom Hänel, Carsten Felden
2015 Lecture Notes in Computer Science  
The paper uses therefore an action research method and proposes a business approach that combines e³value with the work system framework to set up conceptual application designs for an OpBI-reliant decision  ...  OpBI systems can be designed according to a firm-specific definition of requirements guided by considerations from business model, business process and information system perspective.  ...  The reviewed publications do not discuss a conceptual modelling of analytical requirements for a successful application of OpBI.  ... 
doi:10.1007/978-3-319-25013-7_12 fatcat:ztmggqbndjc7dbrxt6hu5lkgmy

Multidimensional Data-Driven Artificial Intelligence Innovation

Sergey A. Yablonsky
2019 Technology Innovation Management Review  
Platforms, AI and Analytics A digital business requires much more than technology (for example, leadership, talent, skills, and new platform business models).  ...  for analyzing several types of data-driven AI business models.  ... 
doi:10.22215/timreview/1288 fatcat:i6ae3lvmvjajbcfto5vv2wwiri

Diffusion And Impact Of Business Analytics: A Conceptual Framework

Ramakrishnan Ramanathan, Yanqing Duan, Guangming Cao, Elaine Philpott
2012 Zenodo  
We discuss a theoretical conceptual framework to help understand how the new business analytics technologies have diffused in firms. We draw on three theoretical perspectives for this purpose.  ...  We develop a conceptual framework that helps understand the interlinkages among factors affecting diffusion of business analytics and its impact on performance.  ...  Fig. 1 A 1 Fig.1A framework to understand the diffusion and performance impact of data and business analytics in businesses Environment (TOE) theory, to develop a conceptual framework for understanding  ... 
doi:10.5281/zenodo.1056095 fatcat:u2ud66xb2zdphnhxm65p5vvbsy

Augmenting Analytical CRM Strategies with Social BI

Daniel Beverungen, Mathias Eggert, Matthias Voigt, Michael Rosemann
2013 International Journal of Business Intelligence Research  
The purpose of this paper is to provide direction to advance the conceptual design of business intelligence (BI) systems for implementing CRM strategies.  ...  Building on the service blueprinting framework, the authors propose a structured research agenda for the emerging field of social BI.  ...  Third, by designing a multidimensional data model for structuring business reports, we inform the conceptual design of future social BI systems.  ... 
doi:10.4018/ijbir.2013070103 fatcat:djzfytzk4rejxkcplks3n6xtne

A research framework for analysing eBusiness models

Adamantia G Pateli, George M Giaglis
2004 European Journal of Information Systems  
This paper draws on an extensive review of the literature to propose an analytic framework that decomposes the area of business models into eight research sub-domains.  ...  As a result, the debate around business models naturally becomes more topical.  ...  An analytic research framework for business models The primary outcome of the literature review is a validated instrument that classifies business model research into eight sub-domains.  ... 
doi:10.1057/palgrave.ejis.3000513 fatcat:4pcpqtqbyzdbngyul7v5ywcm4u

A capability based framework for customer experience focused digital transformation [chapter]

Neeraj Sahu, School of Business Information Technology and Logistics RMIT University, AU, Hepu Deng, Alemayehu Molla, School of Business Information Technology and Logistics RMIT University, AU, School of Business Information Technology and Logistics RMIT University, AU
2018 Australasian Conference on Information Systems 2018  
The proposed conceptual framework consists of four dimensions including (a) analytics, (b) business, (c) customers, and (d) digitalization as shown in Figure 1 .  ...  A digital transformation framework A conceptual framework for this research is developed based on the analysis of existing literature on digital transformation for improving customer experience in the  ... 
doi:10.5130/ fatcat:7zmn65s7tfgyrjrdn2cptcn6wy

Enterprise Modeling for Business Intelligence [chapter]

Daniele Barone, Eric Yu, Jihyun Won, Lei Jiang, John Mylopoulos
2010 Lecture Notes in Business Information Processing  
In this paper, we present a vision for BI that is driven by enterprise modeling.  ...  The Business Intelligence Model (BIM) aims to enable business users to conceptualize business operations and strategies and performance indicators in a way that can be connected to enterprise data through  ...  Rizzolo and many others for useful discussions.  ... 
doi:10.1007/978-3-642-16782-9_3 fatcat:ieg2chziuje33hmq6u5uxdciju
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