scholarly journals What-if Simulation Modeling in Business Intelligence

2009 ◽  
Vol 5 (4) ◽  
pp. 24-43 ◽  
Author(s):  
Matteo Golfarelli ◽  
Stefano Rizzi

Optimizing decisions has become a vital factor for companies. In order to be able to evaluate beforehand the impact of a decision, managers need reliable provisional systems. Though data warehouses enable analysis of past data, they are not capable of giving anticipations of future trends. What-if analysis fills this gap by enabling users to simulate and inspect the behavior of a complex system under some given hypotheses. A crucial issue in the design of what-if applications is to find an adequate formalism to conceptually express the underlying simulation model. In this paper the authors report on how, within the framework of a comprehensive design methodology, this can be accomplished by extending UML 2 with a set of stereotypes. Their proposal is centered on the use of activity diagrams enriched with object flows, aimed at expressing functional, dynamic, and static aspects in an integrated fashion. The paper is completed by examples taken from a real case study in the commercial area.

2010 ◽  
pp. 2229-2247 ◽  
Author(s):  
Matteo Golfarelli ◽  
Stefano Rizzi

Optimizing decisions has become a vital factor for companies. In order to be able to evaluate beforehand the impact of a decision, managers need reliable provisional systems. Though data warehouses enable analysis of past data, they are not capable of giving anticipations of future trends. What-if analysis fills this gap by enabling users to simulate and inspect the behavior of a complex system under some given hypotheses. A crucial issue in the design of what-if applications is to find an adequate formalism to conceptually express the underlying simulation model. In this paper the authors report on how, within the framework of a comprehensive design methodology, this can be accomplished by extending UML 2 with a set of stereotypes. Their proposal is centered on the use of activity diagrams enriched with object flows, aimed at expressing functional, dynamic, and static aspects in an integrated fashion. The paper is completed by examples taken from a real case study in the commercial area.


Author(s):  
Matteo Golfarelli ◽  
Stefano Rizzi

Optimizing decisions has become a vital factor for companies. In order to be able to evaluate beforehand the impact of a decision, managers need reliable previsional systems. Though data warehouses enable analysis of past data, they are not capable of giving anticipations of future trends. What-if analysis fills this gap by enabling users to simulate and inspect the behavior of a complex system under some given hypotheses. A crucial issue in the design of what-if applications is to find an adequate formalism to conceptually express the underlying simulation model. In this paper we report on how, within the framework of a comprehensive design methodology, this can be accomplished by extending UML 2 with a set of stereotypes. Our proposal is centered on the use of activity diagrams enriched with object flows, aimed at expressing functional, dynamic, and static aspects in an integrated fashion. The paper is completed by examples taken from a real case study in the commercial area.


2015 ◽  
Vol 12 (3) ◽  
pp. 314-329 ◽  
Author(s):  
S. M. Riad Shams

Purpose – It is recognised that reputation is a relational construct; however the impact of stakeholders’ various relational dimensions on their perceptions to influence reputation is not widely understood. The purpose of this paper is to add to the current understanding of stakeholders’ relationships, interactions, their subsequent relational dimensions and its impact on stakeholders’ perceptions to further influence relational reputation. Design/methodology/approach – This paper takes a case study approach. Findings – The findings of this study recognise the impact of relationship marketing (RM) on the influence of stakeholders’ perceptions. It discusses how RM substantiate the pertinent authenticity (symbolises reputation), relevance and differentiation (represent brand positioning) of an organisation’s profile and/or their market offerings, in relation to the interest of the target market through the cause and consequence of stakeholder relationships and interactions to influence their perceptions. The findings acknowledge 11 RM dimensions that have relational implications to nurture stakeholders’ perceptions and subsequent relational reputation, which appear viable across industries and markets. Originality/value – Underlying the cause and consequence of stakeholder relationships and interactions; these 11 RM dimensions emerge as antecedents to form/reform relational reputation. Further academic and professional implications of the findings are briefly discussed.


2019 ◽  
pp. 509-527
Author(s):  
Elad Moskovitz ◽  
Adir Even

Performance measurement, as an effective tool for implementing organizational strategy and assisting ongoing control and surveillance, is broadly adopted today. The performance measurement system (PMS) explored in this case study was implemented, using business intelligence (BI) technologies, for a public police force. The system lets police commanders view and analyze the performance scores of their own units and get feedback on the success of their activities. The study examines the system's impact, through analysis of the metric results over a time period of five years. The results show that the vast majority of the metrics examined indeed improved. Further, the results underscore the moderation effect of relative metrics weights, as well as the different behavior of metrics that reflect activity versus those that reflect outcomes. The study underscores both the positive and the negative aspects of those results, and discusses their implications for future PMS implementation with BI technologies.


Author(s):  
Mustafa Doğan

Purpose The purpose of this paper is to examine the relationship between the ecomuseum and solidarity tourism and to measure their impact on community development. Design/methodology/approach The study presented here adopts two methods for collecting qualitative data: in-depth interviews and observations. The total number of village households was 42 and the number of households that hosted tourists in their home was 20. Due to the exploratory nature of this study, qualitative methods were employed in the form of lengthy interviews with 13 residents. Findings The findings indicate that tourism for the Bogatepe Village ecomuseum has focused on a solidarity perspective which has provided significant benefits to the community ensuring local sustainable development. The ecomuseum as a concept and a destination has helped to control tourism and strengthened the impact of solidarity tourism on the local community. Research limitations/implications The research presented here must be seen as exploratory. More generally, further research is needed to look at the possibility of developing this type of tourism in other rural areas and similar regions of Turkey (covering both small and large areas) with an important cultural heritage. Originality/value The combination of the ecomuseum and solidarity tourism can provide a sustainable solution for tourism in rural areas and provide a model in the development of tourism to other villages in Turkey. The question is whether it could also be used in larger rural areas. The study underlines that Bogatepe is certainly worthy of future study.


Author(s):  
Pablo Bellocq ◽  
Inaki Garmendia ◽  
Jordane Legrand ◽  
Vishal Sethi

Direct Drive Open Rotors (DDORs) have the potential to significantly reduce fuel consumption and emissions relative to conventional turbofans. However, this engine architecture presents many design and operational challenges both at engine and aircraft level. At preliminary design stages, a broad design space exploration is required to identify potential optimum design regions and to understand the main trade offs of this novel engine architecture. These assessments may also aid the development process when compromises need to be performed as a consequence of design, operational or regulatory constraints. Design space exploration assessments are done with 0-D or 1-D models for computational purposes. These simplified 0-D and 1-D models have to capture the impact of the independent variation of the main design and control variables of the engine. Historically, it appears that for preliminary design studies of DDORs, Counter Rotating Turbines (CRTs) have been modelled as conventional turbines and therefore it was not possible to assess the impact of the variation of the number of stages (Nb) of the CRT and rotational speed of the propellers. Additionally, no preliminary design methodology for CRTs was found in the public domain. Part I of this two-part publication proposes a 1-D preliminary design methodology for DDOR CRTs which allows an independent definition of both parts of the CRT. A method for calculating the off-design performance of a known CRT design is also described. In Part II, a 0-D design point efficiency calculation for CRTs is proposed and verified with the 1-D methods. The 1-D and 0-D CRT models were used in an engine control and design space exploration case study of a DDOR with a 4.26m diameter an 10% clipped propeller for a 160 PAX aircraft. For this application: • the design and performance of a 20 stage CRT rotating at 860 rpm (both drums) obtained with the 1-D methods is presented. • differently from geared open rotors, negligible cruise fuel savings can be achieved by an advanced propeller control. • for rotational speeds between 750 and 880 rpm (relatively low speeds for reduced noise), 22 and 20 stages CRTs are required. • engine weight can be kept constant for different design rotational speeds by using the minimum required Nb. • for any target engine weight, TOC and cruise SFC are reduced by reducing the rotational speeds and increasing Nb (also favourable for reducing CRP noise). However additional CRT stages increase engine drag, mechanical complexity and cost.


2018 ◽  
Vol 119 (1/2) ◽  
pp. 109-120 ◽  
Author(s):  
Fiona Salisbury ◽  
Jennifer Peasley

Purpose The purpose of this paper is to provide an Australian perspective of impact and value by examining how the broader international and national perspectives play out in practice in the Australian context and where adaption for local requirements is necessary. Design/methodology/approach This paper will explore the assessment of impact and value in academic libraries and the tools available to translate today’s inputs into future impact and value. It will focus on a range of methods and procedures, including international and national standards, frameworks and benchmarks. Findings The La Trobe University Library is presented as a case study to examine the challenges of leveraging tools to assess impact and communicate the value of the library across the university community. Originality/value Assessing the impact and demonstrating the value of the academic library in a digital environment is a constant challenge. While usage and service data are plentiful, traditional metrics no longer sufficiently demonstrate the academic library’s contribution to university learning, teaching and research outcomes.


2017 ◽  
Vol 33 (4) ◽  
pp. 305-313 ◽  
Author(s):  
Elise Y. Wong ◽  
Sarah M. Vital

PurposeThe Saint Mary’s College of California (SMC) library plays an integral role in supporting one of the goals in the College’s Strategic Plan: “Raise the Academic Profile and Distinction”. This case study aims to assess the effectiveness of PlumX as a tool to showcase the academic profile and distinction of SMC. The library recognizes the importance of capturing impact of non-traditional creativity and engagement in addition to just traditional impact metrics of research. Design/methodology/approachThis paper describes the collaborative effort of the College and the College’s library to identify faculty scholarship, creativity and engagement and collect data demonstrating the impact of the works. Traditional metrics, like citation counts, do not do SMC faculty justice because faculty scholarship comes beyond just books and articles. To more fully document the real intellectual corpus the College, the library is working with a new system, PlumX, to collect web-based information about both traditionally and non-traditionally published work. FindingsThe collection of metrics across five categories (citations, usage, social media, mentions and captures), and the flexibility of displaying on screen or downloading for use in other analytic reports made possible through PlumX proved to be a start toward demonstrating the academic distinction of College’s unique faculty. SMC will continue to partner with PlumX to assess and improve its usability and effectiveness. Originality/valueThis paper outlines how altmetrics can be used to measure and share impact of faculty research at a liberal arts, teaching-focused college in ways reflective of the unique intellectual contributions.


2015 ◽  
Vol 47 (2) ◽  
pp. 95-98 ◽  
Author(s):  
Kirsty Yates

Purpose – The purpose of this paper is to offer a number of recommendations that will enable you to get your hands around the coaching that is taking place inside your organisation so that you can manage it better and, moreover, calculate the commercial and cultural returns your organisation is achieving from the coaching in light of research presented in the author's previous article. Design/methodology/approach – This research is based on a case study. Findings – Although not an easy task, it is possible to evaluate the impact of coaching and, in turn, calculate the return on investment (ROI). Key to doing this is that each relationship should be set up correctly; the coach should be fully qualified, experienced and in supervision and information regarding the volume, status and expenditure of each coaching contract must be kept up to date and, along with evaluation data for each contract, used to measure the impact of coaching to the organisation and to calculate the ROI. Originality/value – The case study included shows how coaching has been transformed in E.ON UK since outsourcing all aspects of its coaching, resulting in a clear and robust process generating valuable data on the impact of individual contracts and the programme as a whole, as well as an ROI.


2016 ◽  
Vol 118 (5) ◽  
Author(s):  
Blake E. Angelo ◽  
Becca B.R. Jablonski ◽  
Dawn Thilmany

Purpose A body of literature and case studies has developed as part of the reporting, outreach and evaluation of the local and regional food system projects supported by grants and other funders. Yet, there is concern that food value chains are promoted without adequately evaluating the viability of these businesses, or how these markets affect the performance and welfare of key stakeholders: farm vendors and local communities/economies. Design/methodology/approach This paper reviews and summarizes a comprehensive set of U.S.-based case studies focused on food value chains. We conduct a meta-analysis to systematically capture what available case study evidence tells us about: 1) trends in the viability of food value chain businesses; 2) the impact of these businesses on participating farm vendors; and, 3) the associated community economic development outcomes (framed in terms of ‘wealth creation’). Findings In addition to sharing findings from the meta-analysis, we demonstrate how the lack of standardized protocols for case study development is a barrier to learning about metric comparisons, best practices, and what impacts these food value chain businesses may have. We conclude with some recommendations of how the field can move forward to evaluate and share lessons learned using more uniform, project-driven case study development. Originality/value This is the first study to conduct a systematic meta-analysis of U.S. food value chain businesses.


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