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Data-Driven Decisions and Actions in Today's Software Development [chapter]

Harald Gall, Carol Alexandru, Adelina Ciurumelea, Giovanni Grano, Christoph Laaber, Sebastiano Panichella, Sebastian Proksch, Gerald Schermann, Carmine Vassallo, Jitong Zhao
2018 The Essence of Software Engineering  
We discussed several techniques and their potential for these data-driven decisions and actions that are ready for use in practice.  ...  Today's software development is very well tracked and recorded in various forms of data: requirements data, code and bug repositories, testing data and code, configurations and continuous integration data  ... 
doi:10.1007/978-3-319-73897-0_9 fatcat:ubcxmwu5lbhxvim3fixydki2uy

Agile Programming: Design to Accommodate Change

D. Thomas
2005 IEEE Software  
(Indeed, Extreme Programming's maxim is "embrace change," and today's best developers view refactoring as a badge of honor.)  ...  The importance of testing in the software development process is widely accepted throughout the software community.  ... 
doi:10.1109/ms.2005.54 fatcat:xdwq2vys6zfpvkzkcrgptfmh4i

Goldfish bowl panel: Software development analytics

Tim Menzies, Thomas Zimmermann
2012 2012 34th International Conference on Software Engineering (ICSE)  
Gaming companies now routinely apply data mining to their user data in order to plan the next release of their software.  ...  We predict that such software development analytics will become commonplace, in the near future.  ...  What are the data and information needs of developers and managers for data-driven decision making?  User experience.  ... 
doi:10.1109/icse.2012.6227117 dblp:conf/icse/MenziesZ12 fatcat:fkhziif3hvcntp3h4j5d5cksnu

Integration of Business Intelligence and Enterprise Resource Planning within Organizations

Muhmmad I. Nofal, Zawiyah M. Yusof
2013 Procedia Technology - Elsevier  
A hand full of studies were carried out in the developed countries while developing countries received much less attention.  ...  In today's competitive environment within the context of complex BI and ERP, these systems have become key strategic tools, which directly impact on the success of any project implementation.  ...  ERP with the collaboration of BI is expected to be more competitive and flexible in order to share information and data for decision making and control [2].  ... 
doi:10.1016/j.protcy.2013.12.242 fatcat:hac66kbgojhnfohunkhht72oha

Research Opportunities for the Big Data Era of Software Engineering

Robert DeLine
2015 2015 IEEE/ACM 1st International Workshop on Big Data Software Engineering  
In terms of communication and coordination, teams need more approachable ways to discuss uncertainty and risk, and support for data-driven decision making needs to become available to all roles.  ...  Big Data Analysis is becoming a widespread practice on many software development projects, and statisticians and data analysts are working alongside developers, testers and program managers.  ...  BIG DATA IN SOFTWARE ENGINEERING The collection and analysis of large-scale data is becoming a widespread practice among software development teams.  ... 
doi:10.1109/bigdse.2015.13 dblp:conf/icse/DeLine15 fatcat:rri5a7n6kfejdeg2ddn35wlveu

How to Build Integrated Climate Change Enabled EDSS [chapter]

Ralf Denzer, Sascha Schlobinski, Lars Gidhagen, Thorsten Hell
2013 IFIP Advances in Information and Communication Technology  
Within the FP7 project SUDPLAN, which integrates environmental modelling and software expertise, a system of standardised services and end user applications has been developed.  ...  To consider the effects of climate change in today's planning, tools are needed to support the development of climate change enabled applications.  ...  This product consists of a set of software components, application programming interfaces (APIs), management and development tools, services and applications, with a special focus on interactive solutions  ... 
doi:10.1007/978-3-642-41151-9_43 fatcat:pll7vtbdnvgfdpozyhykzhmh44

Three Emerging Innovative Technologies Required for Cyber Operations to Execute Commander's Intent at Machine Speed

Andrew Stewart
2020 Military Cyber Affairs  
The scalable and seamless integration of: (1) advanced identity management, (2) software-defined networking, and (3) hybrid multicloud capabilities provides a Commander's Intent-driven Cyber Platform implemented  ...  Decision advantage for the DoD and Combined Cyber Operations results from the secure, seamless, and rapid maneuver of data and information.  ...  Application data flow in today's modern networks flow across edge, datacenter and multicloud environments and number in the millions of flows per second.  ... 
doi:10.5038/2378-0789.4.2.1069 fatcat:6i7xw6awpbf7xdzm3iphuqtc2i

Toward a User-Driven Approach to Radiology Software Solutions: Putting the Wag Back in the Dog

Matthew Morgan, Jonathan Mates, Paul Chang
2006 Journal of digital imaging  
Advances in both technology infrastructure and development methodologies have set the stage for the transition from a vendor-driven to a more user-driven process of solution engineering.  ...  The relationship between healthcare providers and the software industry is evolving.  ...  USER-DRIVEN, AGILE METHODOLOGIES New Provider/Vendor Partnership Today's disruptive healthcare climate demands a new approach to software solution development that both recognizes and leverages the relative  ... 
doi:10.1007/s10278-006-0591-y pmid:16741665 pmcid:PMC3045144 fatcat:cbzzklykljhjnpgmfyocrgmtyy

Information Technology – The 21st Century Business Value Driver

Marius Daraban
2019 Ovidius University Annals: Economic Sciences Series  
One of the most important changes of the 21st century, an information-driven century, is the shift in the paradigm of managing and understanding businesses.  ...  have to capitalize in order to achieve Porter's business margin.  ...  By being at the edge of technological development, software and hardware, companies can have accurate, rapid, reliable data and information needed for the business decision process.  ... 
doaj:bc195b5adcc84d859e09d2f2b2a40e9e fatcat:pnrvijuipndnfpfdj463n3jdme

Introduction to the special issue on mining software repositories

Tao Xie, Thomas Zimmermann, Arie van Deursen
2013 Empirical Software Engineering  
Acknowledgments We are grateful to the continuous support and encouragement offered by the Editorial board for the Journal of Empirical Software Engineering and by the Editor-in-Chief Lionel Briand.  ...  We thank the authors for keeping up with the review schedule and the reviewers for their detailed and constructive comments which helped shape the papers.  ...  Industry has a strong interest in transforming software repository data into actionable insights to inform better development decisions.  ... 
doi:10.1007/s10664-013-9273-9 fatcat:t7g7y3ownrdh7clchs5g2r5wii

Trend in Viewing Quantitative Analysis as a Primary Function Involving Decision Making in Organisations

Karibo Benaiah Bagshaw, Kalio Linda Nissi
2019 American Journal of Industrial and Business Management  
It has become imperative to follow these trends for enhanced decision making in today's contemporary organisation.  ...  The study involved the identification of recent trends in quantitative analysis, quantitative analysis as a primary function and its impact on decision making in the organisation.  ...  and accelerates the decisions that are made in today's organisation.  ... 
doi:10.4236/ajibm.2019.96099 fatcat:rti5cmzhs5evxatb6bzqhyffb4

Concepts for the Design of a Manager-Centric Global Decision Support System for Organizations [chapter]

Paulo Garrido
2019 Crowdsourcing  
Supporting decision taking by management in an integrated way means to support the global decision process of the organization and increase its efficiency and resilience.  ...  from non-managers different aspects of decision iii) the dashboards are connected in a conversational network; iv) this conversational network is so structured to support the global decision process of  ...  Model-driven DSS use data and parameters provided by users to assist decision makers in analyzing a situation, including simulations; they are not necessarily data intensive.  ... 
doi:10.4018/978-1-5225-8362-2.ch016 fatcat:crqy2p6xxzgt5beg4d32z4tuwa

An Integrated Geographic Information System and Marketing Information System Model [article]

Quist-Aphetsi Kester, Koumadi, Koudjo M, Nii Narku Quaynor
2013 arXiv   pre-print
, tactical and strategic decision making due to its analytical and solution driven functions.  ...  An organization's future developments are influenced by its managements' decisions.  ...  , tactical and strategic decision making due to its analytical and solution driven functions.  ... 
arXiv:1307.7787v1 fatcat:t6lj5yyuynfavegvavggdu5xj4

Optimization on Decision Making Driven by Digitalization

Steffen Hoßfeld
2017 Economics World  
This new decision making processes will be mainly automated in the future, hence an algorithm logic is required and enables the model of homo oeconomicus a revival, driven by machines.  ...  Further developed by von Neumann and Morgenstern (2004) , economic decisions seem to be a strong rational and mathematical process to find utility maximization.  ...  Further actions took place to develop more feasibilities of machines, i.e. Apple iPhone is now with the software Siri able to understand and direct the user.  ... 
doi:10.17265/2328-7144/2017.02.004 fatcat:w3hjbcavb5cj7lyz6ejsucyvqu

Business process management: a personal view

W.M.P. van der Aalst
2004 Business Process Management Journal  
The seventies and eighties were dominated by data-driven approaches.  ...  Although component-based software development still has its problems, the goal is clear and it is easy to see that software development has become more dynamic.  ... 
doi:10.1108/bpmj.2004.15710baa.001 fatcat:kymmors4yjgvlpgaqtru4srzxq
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