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1.
It has long been known that combination forecasting strategies produce superior out-of-sample forecasting performances. In the M4 forecasting competition, a very simple forecast combination strategy achieved third place on yearly time series. An analysis of the ensemble model and its component models suggests that the competitive accuracy comes from avoiding poor forecasts, rather than from beating the best individual models. Moreover, the simple ensemble model can be fitted very quickly, can easily scale horizontally with additional CPU cores or a cluster of computers, and can be implemented by users very quickly and easily. This approach might be of particular interest to users who need accurate yearly forecasts without being able to spend significant time, resources, or expertise on tuning models. Users of the R statistical programming language can access this modeling approach using the “forecastHybrid” package.  相似文献   
2.
《Business Horizons》2020,63(4):421-434
Product platforming—using technology subsystems or components that are shared within and across product lines—is a proven way to increase the effectiveness of innovation processes in established companies and startups alike. Yet, embracing the product platforming strategy turns out to be difficult in practice, particularly within the context of global, diversified companies. In this article, we examine the strategies and challenges of implementing product platforms across multiple business segments and multiple geographies. Using the experience of global LED industry leader Signify, we explore the challenges of global platforming and the technological, organizational, management process transformations needed for success. We also examine how platforming strategies change as manufacturers enter the world of connected things.  相似文献   
3.
This paper analyzes platform selection (affiliation) by game developers in the Japanese home video game industry. We develop an elementary model of affiliation by software developers and propose the hypothesis that wider availability of game titles for a platform positively inclines game developers to affiliate with that platform when releasing new game titles. Then, using data for Japan, we estimate a multinomial logit model that includes both the attributes of game developers and the characteristics of platforms, and find evidence supporting this hypothesis. Overall, the findings suggest that game developers expect the indirect network effect to apply, and the prospect of future growth matters to them when deciding with which platform to affiliate.  相似文献   
4.
Multi-tenant architectures (MTAs) are considered a cornerstone in the success of Software as a Service as a new application distribution formula. Multi-tenancy allows multiple customers (i.e. tenants) to be consolidated into the same operational system. This way, tenants run and share the same application instance as well as costs, which are significantly reduced. Functional needs vary from one tenant to another; either companies from different sectors run different types of applications or, although deploying the same functionality, they do differ in the extent of their complexity. In any case, MTA leaves one major concern regarding the companies’ data, their privacy and security, which requires special attention to the data layer. In this article, we propose an extended data model that enhances traditional MTAs in respect of this concern. This extension – called multi-target – allows MT applications to host, manage and serve multiple functionalities within the same multi-tenant (MT) environment. The practical deployment of this approach will allow SaaS vendors to target multiple markets or address different levels of functional complexity and yet commercialise just one single MT application. The applicability of the approach is demonstrated via a case study of a real multi-tenancy multi-target (MT2) implementation, called Globalgest.  相似文献   
5.
We analyze the effect of ICT and R&D on total factor productivity (TFP) growth across different industries in Sweden. R&D alone is significantly associated with contemporaneous TFP growth, thus exhibiting indirect effects. Although there is no significant short-run association between ICT and TFP, we find a positive association with a lag of seven to eight years. Thus, R&D affect TFP much faster than ICT-investments. We also divide ICT capital into hardware and software capital. To our knowledge, this distinction has not been made in any previous study analyzing TFP at the industry level. The results show that lagged hardware capital services growth is significantly associated with TFP growth. Hence, investments complementary to hardware are needed to reap the long-run TFP effects from reorganizing production.  相似文献   
6.
中国农村居民人均收入和城镇居民人均收入的关系,反映了中国乡镇经济的基本特征。运用协整分析方法和误差修正模型理论,对1978—2010年全国农村居民人均收入和城镇居民人均收入的年度数据进行实证分析,分析结果表明,中国农村居民人均收入和城镇居民人均收入之间存在着一个长期稳定的均衡关系,并且建立协整模型和误差修正模型,采用Granger因果检验,得出城镇居民人均收入是农村居民人均收入的原因,并从研究结论中提出针对性的建议。  相似文献   
7.
历丽 《江苏市场经济》2014,(2):13-15,26
结合教学实践,分析金蝶KIS标准版财务软件的主要功能模块——系统维护及系统初始化设置模块、账务处理模块以及工资管理、固定资产管理、出纳管理等存在的常见操作问题,便于广大初学者熟练掌握会计软件。  相似文献   
8.
This study has employed a case-based approach to explore the relevance of relational factors in explaining the internationalization of six software B2B SMEs from Syria. It contributes by providing rare empirical insights on the internationalization behavior of Middle Eastern SMEs and redressing, albeit slightly, the apparent research gap in the internationalization of knowledge-based SMEs from developing countries. Analysis results suggest the importance of the relational perspective in explaining the initial internationalization, market selection and internationalization speed of the investigated software firms. It emerged that the case firms either reacted to the cross-border opportunities offered by their relational contacts or proactively pursued overseas opportunities through existing and newly developed relationships. Their market entry decisions and internationalization pace also appear to have been influenced by these relationships. Both social and business networks were found to be important, but social ties seemed more influential at initial stages, with business networks becoming more dominant subsequently. The article concludes with appropriate recommendations for managerial decision making and future research.  相似文献   
9.
This short role-taking ethics case is designed to provide students with several different perspectives related to the unauthorized/unlicensed use of software within a realistic accounting setting. Although the case could be considered for use in a variety of accounting classes at both undergraduate and graduate levelswith limited preparation, it is likely to be most relevant to Accounting Information Systems, Auditing, Controllership, and Accounting Ethics courses. The case can be read in about ten minutes, after which the class is assigned to groups that deliberate over the concerns of six different roles regarding the software-usage issues implied in the case.The issues are relevant to the students because they will inevitably encounter software-usage problems in their personal or professional lives. Furthermore, they inevitably have been exposed to similar copyright-infringement issues in the realms of music and video, which helps make for a rich class discussion.The case has consistently generated considerable discussion and debate within a graduate-level controllership course. A survey of students from five graduate accounting classes over a three-year period indicates favorable perceptions of the case.  相似文献   
10.
Since free/libre open source software (FLOSS) promotes collaboration and contributions from different parties in software production and innovation processes, it can create a unique opportunity for developing countries, by generating an innovative capability in software technology. To benefit from this opportunity, it is important to understand the strategic factors and future trends that affect the development of an efficient FLOSS economy in developing countries.This paper aims to examine the strategic factors and future trends that are likely to affect the development and deployment of FLOSS in Turkey. Based on the internal and external factors identified through the practice of technological foresight, a SWOT analysis will be carried out to identify the strengths, weaknesses, opportunities and threats for Turkey in creating a competitive software industry that can benefit from the advantages of FLOSS. Accordingly, with regard to the required technical infrastructure, an innovative/competitive business climate, skilled human resources and support for institutional structures, policy suggestions are outlined here that could be usefully implemented by government, industry and universities.  相似文献   
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