scholarly journals RANCANG BANGUN APLIKASI CLUSTERING DATA MINING MENGGUNAKAN METODE K-MEANS DAN K-MODES

Kilat ◽  
2018 ◽  
Vol 7 (1) ◽  
pp. 30-35
Author(s):  
Redaksi Tim Jurnal

Strategies and policies in a profit-oriented organization also have a social mission (public service) that prioritizes the service to the customer. The development of information system and information technology will impact on a competitive competition. This development also applies in the world of certification that requires the manager to build and develop information system to help the business activities, to achieve organizational goals and services for stakeholders, especially those which related to data, information, technology and application. We found some cases of information system management failure in achieving organizational objectives because the utilization is not in accordance with the direction and objectives of the organization. The system will analyze the relationship pattern of goods towards the goods order based on needs and usage. Furthermore, the patterns will be recognized so that we can obtain the composition set of criteria to order the goods. To find the patterns and information from a collection of reservation data into a decision-making material. Therefore, the writers make a study with the title "Implementation of K-Means and K-Modes Methods in Clustering Data Mining in Determining the Textile Material Ordering Set" (Case Study: UD. HO KIKU)

2013 ◽  
Vol 13 (Special-Issue) ◽  
pp. 110-121
Author(s):  
Xie Xiang ◽  
Guan Zhongliang ◽  
Wang Xiaoliang ◽  
Liu Jiashi

Abstract With the development of information technology, the Information System (IS) has not the characters of rareness and inimitability, so an IS cannot form core competence alone. Forming synergic relationship and keeping higher synergic degree between IS and corporate strategy will help the enterprises acquire competence advantage and realize IS value. This paper analyzes the conditions of forming synergic relationship between an IS and strategy, and points out that the key factors for a synergic degree are the strategy rationality and the matching degree between the IS and strategy. Based on the analysis result and BCG growth share matrix, this paper constructed a synergy degree measure model to evaluate the synergic relationship between the IS and corporate strategy. Finally, a case study is used to verify the feasibility of the model.


2012 ◽  
pp. 1037-1053
Author(s):  
Henrik Enquist

The objective of the case study presented here was to develop and investigate the use of a novel e-health technology called the Memory Stone. This personal device was intended to be used for storing information and enabling communication with the healthcare information system. It would also serve as an intimate repository during the pregnancy, and as such, function as a learning tool during the course of a pregnancy. Using a participatory design approach, the work was performed in collaboration between a multidisciplinary research team, ten pregnant women, and eight healthcare professionals including midwives, general practitioners and medical specialists. In this chapter, some more or less problematic issues encountered during the case study will be discussed and put forward as topics to be considered in future research concerning e-health technology. This discussion includes areas such as initiative versus creativity, methodological issues, stakeholder interests, and other difficulties when introducing novel information technology in a healthcare context.


Author(s):  
Derrick J. Neufeld ◽  
Scott Griffith

This chapter presents a case study of Isobord1, a Canadian manufacturer of high quality particleboard that uses straw instead of wood as the main raw material input. Isobord is facing critical operational problems that threaten its future. Gary Schmeichel, a biotechnology consultant hired by Isobord, must recommend how much straw collection equipment to purchase and what kind of information technology to acquire to help manage equipment dispatch operations. Schmeichel is exploring how geographic information systems (GIS) and relational database management systems (RDBMS) might help manage operations, but budget and time constraints and organizational inexperience seriously threaten these efforts. Decisions must be made immediately if there is to be any hope of implementing a system to manage the first year’s straw harvest. Readers are challenged to put themselves in Schmeichel’s shoes and prepare recommendations for Isobord.


2012 ◽  
pp. 19-35
Author(s):  
Antonio Goncalves ◽  
Natália Serra ◽  
José Serra ◽  
Pedro Sousa

In this chapter the authors show, by using a case study, how it is possible to achieve the alignment between business and Information Technology (IT). It describes several phases of project development, from planning strategy, enterprise architecture, development of businesses supporting tools and keeping dynamic alignment between the business and the IT. The authors propose a framework, framed under an enterprise architecture that guarantees a high level of response to the applications development or configuration as improves its alignment to business by solving some limitations of traditional software development solutions namely: difficulty in gathering clients requirements, which should be supported by the applications; difficulty to connect the organisation processes used to answer the client, which must also be integrated in the applications and the difficulty to develop the applications that can follow the business cycle. To test the approach, this was applied to a real case study consisting in the configuration of an application that manages the relationship with the clients.


Author(s):  
Antonio Diaz-Andrade ◽  
Martín Santana-Ormeño

This study describes the strategy and information technology adopted by Peru’s National Superintendent of Public Registries (SUNARP) to meet its organizational goals. SUNARP was created in 1994 to become the ruling entity of all public registry offices in Peru, which to that time had been working in an isolated fashion. The case describes the projects already completed, their respective success and their deployment across the organization’s bureaus across the nation. The Registry Information System (SIR, in Spanish) and the consequent online registry publicity service are worthy of noting. It takes account of the fact that many of these projects were originally initiated in the largest Registry Zone, the former Lima and Callao Registry Office. Moreover, the paper mentions the future challenges faced by SUNARP in its efforts to provide online registration services.


Author(s):  
Johan Setiawan ◽  
Arif Rahman ◽  
Bambang Sugiantoro

Management and management of data is one of the most important things for neighbor administrators, so data and information related to the notulency, attendance, financial and assets must be accessed quickly and precisely. RT 07 Hamlet Manggung is the government line that is closest to the Community. Currently the recording of data for Notulency, attendance, family cards and assets is still Manual and has not used any technology that improves effectiveness in data management pillars Neighbors. This system is built using Unified Software Development development method process (USDP), with the Unified Modelling Language (UML) modelling. In the inception phase all RT management data related to system requirements, elaboration phase is done to expand management system concept that already formed in phase inception, phase contruction done making management system, and in the transition phase is done to expand the system. Management. This maturation needs to be done to analyse whether the information system that has been made according to user needs. Then the system is built with the language PHP programming and MySQL databases using the Laravel framework, once it is done test system using alpha test and beta test.


Author(s):  
Stuart Cunningham ◽  
Rae A Earnshaw ◽  
Dan Berry ◽  
Peter S Excell ◽  
Estelle Thompson

Over recent years, the creative industries have continued to flourish, especially in the UK, where its economic growth and impact has bucked trends of national decline. One of the most identifiable characteristics of the creative industries is the range and diversity of people who work in the field. As such, it includes employees from many disciplines working in collaboration to achieve organizational goals. It is this creative collaboration, with a rich level of technological support in the background, which is the focus of discussion. This article describes an analysis of collaborative practices, followed by the formation of a model that attempts to capture and explain the relationship between the key features. This model is then applied as a lens to a small case study of 63 technology–related employees' perceptions of their employer in three successful companies who were in the top 5 of the 2017 Fortune 500 list, with the intention of determining how well their experiences map to the model. It was found that the six characteristics of the model were evident in each of the three organizations studied, but that one feature, organizational support, seemed to be more prevalent than the others. Consideration, via a second case study, is then given to creative multidisciplinary work, specifically in the field of crowd–accelerated development and the factors that surround it, leading us to devise a set of recommendations as to how future successful creative collaborations might be assessed and valued, along with a discussion of questions that have been identified for additional research and exploration. This is an extended version of a paper published at the Cyberworlds 2015 international conference.


2021 ◽  
Vol 13 (2) ◽  
pp. 1-20
Author(s):  
Ada Scupola ◽  
Hanne Westh Nicolajsen

Although enterprise crowdsourcing systems that aim to harness the collective intelligence of employees for innovation purposes are proliferating, little is known about how they may impact organisations and their culture. To shed light on this problem, this paper conducts a case study to investigate an engineering consultancy's efforts to implement an internal crowdsourcing as part of an effort to change the innovation culture of the organisation. Taking the starting point in the literature on the relationship between IT and organisational culture and enterprise crowdsourcing, this paper underscores the interplay between innovation culture and information technology. The study finds that enterprise crowdsourcing systems can contribute to small changes of the innovation culture of an organisation along several cultural determinants, including behaviours that encourage innovation, communication and knowledge sharing, employees' relationships, support mechanisms, and strategy.


2019 ◽  
Vol 1 (2) ◽  
pp. 136-151
Author(s):  
Caecilia Ika Pramita Ady ◽  
Prihanto Ngesti Basuki ◽  
Augie David Manuputty

Information Technology (IT) governance is used to manage and optimize IT resources in supporting organizational goals. The Legal Section of the Regional Secretariat of Salatiga City as part of a government organization has built E-Legal Drafting information system to develop the functions of making regional legal products as well as the realization of e-government development in the legal field. The COBIT framework supports IT governance by providing work support to regulate IT alignment with the organization's business objectives. The results of this study are expected to show an overview of the implementation of IT governance in E-Legal Drafting information system from APO domain within the COBIT 5 framework, show the current system information level of capability and performance that is obtained from the measurement of capability levels, and also providing evaluation and recomendation based on the results of the gap analysis to help obtain the quality of information systems expected by the Legal Section of the Regional Secretariat of Salatiga City.


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