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Towards A Domain – Specific Comparative Analysis Of Data Mining Tools, May Oo, Daniel Lozovikas, Ramesh Subramanian Oct 2023

Towards A Domain – Specific Comparative Analysis Of Data Mining Tools, May Oo, Daniel Lozovikas, Ramesh Subramanian

Communications of the IIMA

Advancement in technology has brought in widespread adoption and utilization of data mining tools. Successful implementation of data mining requires a careful assessment of the various data mining tools. Although several works have compared data mining tools based on usability, opensource, integrated data mining tools for statistical analysis, big/small scale, and data visualization, none of them has suggested the tools for various industry-sectors. This paper attempts to provide a comparative study of various data mining tools based on popularity and usage among various industry-sectors such as business, education, and healthcare. The factors used in the comparison are performance and scalability, …


A Networking-Based View Of Business Model Innovation: Theory And Method, Rong Fu, Li Qiu, Liang Quyang Jan 2015

A Networking-Based View Of Business Model Innovation: Theory And Method, Rong Fu, Li Qiu, Liang Quyang

Communications of the IIMA

After reviewing the literature, the concept of Business Model or E-Business Models are discussed in Ms paper. Firms keep interacting with each other and build all kinds of relationships among them. Based on the theory of business networks, we put forward a networking-based view of business model analysis frame. When we make decisions to choose one or other business models, first, the source of value should be found. Second, business network models, which show the procedure of value creation and distribution, should be analyzed. Third, we choose the feasible network among networks we analyzed. Finally, the firms' strategy to ensure …


The Business Models Of E-Marketplace, Weijun Zheng Jan 2015

The Business Models Of E-Marketplace, Weijun Zheng

Communications of the IIMA

An electronic marketplace (EM) is an inter-organizational information intermediary that enables participating buyers and sellers to exchange information about price and product offerings and to cooperate on commodity exchange. Prior researches on EM design have not defined EM business model clearly. With a review of existing literatures on business model, this paper developed taxonomy of EM business models and classified existing EMs business model from a network role perspective. Further discussion of the evolution of EM business model is provided at the end.


When Google Meets Xiaomi: Comparative Case Study In Western And Eastern Corporate Management, Yu-Feng Lin Lee Jan 2014

When Google Meets Xiaomi: Comparative Case Study In Western And Eastern Corporate Management, Yu-Feng Lin Lee

Journal of International Technology and Information Management

Google Inc. of the West and Xiaomi Inc. of the East are recognized as ‘flat organizations’. They exercise ‘flat management’ in their corporate culture, wherein mid-level management is abridged, leaving the corporate structure less-bureaucratic, top-down-and-less-hierarchical, and more laissez-faire. Using the Confucian criteria of Wu Yu, namely morality (or, virtue), intellectual (or, wisdom), physical ability (or, sportsmanship), groupism (or, cooperation), and aesthetics (or, elegance), this paper assesses managerial philosophy and corporate practice of Google and Xiaomi. It is found that under flat management, although each company nevertheless reveals its corporate idiosyncrasy, they achieve business success and sustainability through adopting small-team orientation, …


A Conflict Resolution Tool For Project Managers: Evaporating Cloud, Mahesh C. Gupta, Sharon A. Kerrick Jan 2014

A Conflict Resolution Tool For Project Managers: Evaporating Cloud, Mahesh C. Gupta, Sharon A. Kerrick

Journal of International Technology and Information Management

Today’s ever changing business environment requires managers to interact globally with people across functional areas with conflicting points of view. A preliminary literature review suggests that a generic tool to understand and resolve conflicts is desirable. This paper demonstrates how a theory of constraints-based logical tool, an evaporating cloud, can enable IT managers to better understand conflicts underlying most problems. Using a commonly encountered conflict as an example, we show how this tool verbalizes a problem through the logic of cause and effect, surfaces the assumptions causing the conflicting actions and decisions, and presents injections – potential solutions – that …


Top Management Support, Collective Mindfulness, And Information Systems Performance, Shaji A. Khan, Albert L. Lederer, Dinesh A. Mirchandani Nov 2013

Top Management Support, Collective Mindfulness, And Information Systems Performance, Shaji A. Khan, Albert L. Lederer, Dinesh A. Mirchandani

Journal of International Technology and Information Management

Mindfulness is a cognitive process that facilitates the discovery and correction of errors that might escalate. This study applies mindfulness theory to examine the impact of top management support for information systems on collective mindfulness, and that of collective mindfulness on IS performance. It treated such mindfulness in five dimensions, and top management support and IS performance as uni-dimensional. Forty-seven chief executive officers responded to a survey asking their perceptions of the constructs. Top management support predicted four of the dimensions with the strongest effect on sensitivity to IS operations. A negative path from support to commitment to IS resilience …


Horizontal Collaborative E-Purchasing For Hospitals: It For Addressing Collaborative Purchasing Impediments, Robbert J. G. Kusters, Johan Versendaal Nov 2013

Horizontal Collaborative E-Purchasing For Hospitals: It For Addressing Collaborative Purchasing Impediments, Robbert J. G. Kusters, Johan Versendaal

Journal of International Technology and Information Management

Horizontal collaborative purchasing (HCP) has often been cited as a way for hospitals to address the challenges of the rising healthcare costs. However, hospitals do not seem to utilize horizontal collaborative purchasing on any large scale, and recent initiatives have had mixed results. Focusing on Dutch hospitals, in this paper we present major impediments for collaborative purchasing, resulting in a first component of our proposed electronic horizontal collaborative purchasing model for hospitals; as a second component it contains a collaborative purchasing typology. A first validation round with hospital purchasing professionals, described separately in Kusters and Versendaal (2011), confirmed four applicable …


Indian Smes Perspective For Election Of Erp In Cloud, Tripti Negi Mahara Nov 2013

Indian Smes Perspective For Election Of Erp In Cloud, Tripti Negi Mahara

Journal of International Technology and Information Management

With increasing market competition and globalization, SMEs have shown interest to deploy ERP package to integrate their business processes. High investment in terms of cost, manpower and time are the major hurdles while selecting a traditional ERP package. Hence there is a need to look for a cost effective ERP solution. Deploying ERP on Cloud is one such option due to lower infrastructure cost and flexible payment. A SME evaluates an ERP solution from Economical, Technological and People perspectives with the factors that measure them. . . A factor can either be a benefit or a threat. A benefit facilitates …


The Relationship Between Strategic Information Systems Planning Situational Factors, Process Configuration And Success, A. J. Gilbert Silvius, Jeroen Stoop Nov 2013

The Relationship Between Strategic Information Systems Planning Situational Factors, Process Configuration And Success, A. J. Gilbert Silvius, Jeroen Stoop

Journal of International Technology and Information Management

This paper reports a study into the relationship between the configuration of the process of Strategic Information Systems Planning (SISP) and the success of SISP. SISP is an important activity in the alignment of information technology systems and services to business requirements. However, despite the obvious importance of a proper planning of information technology and information systems in organizations, success of SISP is not evident. And as the success of SISP is also influenced by the process followed in developing the SISP, the research question for this study was, “How does the configuration of the SISP process influence the success …


A Conceptual Framework For E-Commerce Innovation In Chinese Smes Chun-Sheng Yu, Chun-Sheng Yu, Xue-Bing Dong Nov 2013

A Conceptual Framework For E-Commerce Innovation In Chinese Smes Chun-Sheng Yu, Chun-Sheng Yu, Xue-Bing Dong

Journal of International Technology and Information Management

As E-Commerce (EC) is rapidly gaining popularity in China, EC innovation becomes a major growth strategy for many SMEs. Meanwhile, problems and challenges are hindering proliferation of EC innovation. The need exits for a theoretical model to forge EC innovation: a dynamic process with progressive stages of both internal and external e-readiness. Derived from theories and evidenced by the case studies from Hangzhou, China, our conceptual framework reveals top management, organizational learning, government support, market forces, and technology readiness as essential in each development stage, but with different emphasis. Implications of the framework are discussed.


Creativity, Coordination & Knowledge Co-Creation On A Global Scale- The Process Perspective, Olivera Marjanovic, Narcyz Roztocki Nov 2013

Creativity, Coordination & Knowledge Co-Creation On A Global Scale- The Process Perspective, Olivera Marjanovic, Narcyz Roztocki

Journal of International Technology and Information Management

In very recent times new tools and technologies for peer-to-peer collaboration and coordination became easily and readily available taking knowledge creation processes outside of the organizational boundaries. This paper proposes to extend the existing boundaries of Business Process Management (BPM) to include an emerging category of processes; here termed Global Knowledge-Intensive Business Processes (GKIBP). These processes differ from other global processes, such as supply chains and collaborative cross-organizational business processes (BPs), as their main outcome is a commercial knowledge artifact, co-created trough coordinated activities of knowledge agents, that may or may not come from an organizational setting. Drawing from, and …


Behavioral Modeling Of The Individual’S Acceptance And Use Of Internet In Bangladesh: An Analysis Using An Integrated Approach, Md Shah Azam, Mohammed Quaddus, Nasrin Lubna Nov 2013

Behavioral Modeling Of The Individual’S Acceptance And Use Of Internet In Bangladesh: An Analysis Using An Integrated Approach, Md Shah Azam, Mohammed Quaddus, Nasrin Lubna

Journal of International Technology and Information Management

This study attempts to examine individuals’ behavior in the adoption and usage of the Internet for accomplishing various transactions and communication in Bangladesh. A descriptive research design is administered to ascertain the joint impact of the study constructs. A combination of AMOS 18 and PLS graph has been used for structural equation modeling with a cross-sectional dataset of 239 individuals in Bangladesh collected through a questionnaire survey. The proposed model was assessed with two step procedure after scrutiny and correction for non response and subjective response bias. The psychometric properties of the model, convergent and discriminant validity were assessed through …


Successful Introduction Of Cloud Computing Into Your Organization: A Six-Step Conceptual Model, Hossein Bidgoli Jan 2011

Successful Introduction Of Cloud Computing Into Your Organization: A Six-Step Conceptual Model, Hossein Bidgoli

Journal of International Technology and Information Management

Cloud computing is the fastest area of application within the information systems field. The adoption of cloud computing by businesses, government agencies, and academic institutions is on the rise. Cloud computing platforms could reduce cost, offer scale, and increase information systems responsiveness for those companies that are adopting it properly. However, still many decision makers do not really know what exactly cloud computing is, its unique capabilities, and how it may increase the efficiency and effectiveness of IT services. Also cloud computing may mean different things to different people. This paper first examines different applications within the cloud computing domain …


Impacts Of It Resources On Business Performance Within The Context Of Mergers And Acquisitions, Viet T. Dao Jan 2010

Impacts Of It Resources On Business Performance Within The Context Of Mergers And Acquisitions, Viet T. Dao

Journal of International Technology and Information Management

No abstract provided.


Key Success Factors In Knowledge Transfer During M&A In Traditional Industries: An Empirical Study, Jun Huang, Juan Ling, Jiaqin Yang, Quanwu Zhao Jan 2010

Key Success Factors In Knowledge Transfer During M&A In Traditional Industries: An Empirical Study, Jun Huang, Juan Ling, Jiaqin Yang, Quanwu Zhao

Journal of International Technology and Information Management

This paper describes a study on identifying key successful factors in knowledge transfer resulting from business mergers and acquisitions (M&A) in those (so-called) traditional industries (e.g., textile and steel & iron) with the data collected in the steel and iron industry in Southwestern China. Specifically, this research investigates the relationship between prior-gained knowledge of merging companies, preparation and implementation processes, and actual performance after knowledge transfer. The result reveals that such prior-gained knowledge of merging companies will have a significant positive impact on the motivation for proposed M&A, while it, in contrast, may only have a limited impact on other …


It As A Resource For Competitive Agility: An Analysis Of Firm Performance During Industry Turbulence, Shoshana Altschuller, David S. Gelb, Theresa F. Henry Jan 2010

It As A Resource For Competitive Agility: An Analysis Of Firm Performance During Industry Turbulence, Shoshana Altschuller, David S. Gelb, Theresa F. Henry

Journal of International Technology and Information Management

In an increasingly fast-paced business context, agility is crucial to firm performance. Competitive agility, the ability of a firm to rapidly sense and respond to changes in its environment, is especially important during industry turbulence. This research examines whether investment in Information Technology (IT) enhances firms’ competitive agility using analysis of firm performance during industry growth and contraction. The research approach addresses the causality question faced by previous IT productivity studies by focusing on ex-ante IT investment and subsequent firm performance during periods of unanticipated industry shocks. Findings indicate that IT investment enhances competitive agility but only in industries with …


Identifying Entity Types For E-R Diagramming In Developing Data- Intensive Web Applications, Seung C. Lee Jan 2010

Identifying Entity Types For E-R Diagramming In Developing Data- Intensive Web Applications, Seung C. Lee

Journal of International Technology and Information Management

Although the Web has become a major enabler for data-intensive business applications such as e-tailing, customer relationship management, and supply chain management, we find that most Web applications are built up in ad hoc fashion, raising the data-related issues of data definition and data integration. This paper proposes a new approach for identifying entity types for E-R diagramming in developing data-rich Web applications. The methodology is founded on elements of Web applications including pages, links, Web application architecture, and business logic modules.


A Bpm-Systems Architecture That Supports Dynamic And Collaborative Processes, Pascal Ravesteijin, Martijn Zoet Jan 2010

A Bpm-Systems Architecture That Supports Dynamic And Collaborative Processes, Pascal Ravesteijin, Martijn Zoet

Journal of International Technology and Information Management

Business Process Management Systems (BPMSs) are increasingly implemented in and across organizations. However, the current combination of functionality, concepts and characteristics in BPMSs is very much based on an industrial-based view of the economy while western economies are rapidly moving towards an information and service economy in which the ratio of knowledge workers is rising dramatically. Compared to the ‘old’ type of worker the knowledge worker is typically highly educated, used to collaborating with other knowledge workers and less likely to be sensitive to a controlling style of management in the execution of his or her work. While many organizations …


A Framework For Analyzing Business Model Innovation In Mobile Commerce, Chung-Shing Lee, Jonathan C. Ho Jan 2010

A Framework For Analyzing Business Model Innovation In Mobile Commerce, Chung-Shing Lee, Jonathan C. Ho

Journal of International Technology and Information Management

The paper develops and tests a framework for evaluating mobile commerce business models and strategies. To study business model innovation in mobile commerce, we analyze the cost, revenue, and growth components of the business model. In addition, we also investigate whether the implementation of the new business model successfully capitalized on the key disruptive attributes of mobile commerce. An analytical framework is developed to guide the empirical study of the two leading mobile commerce companies in Taiwan. The empirical research indicates that the mobile commerce industry in Taiwan has been able to capitalize on many but not all of the …


It Alignment With Business Strategies In Healthcare Organizations: An Empirical Analysis, Zach G. Zacharia, David S. Preston, Chad W. Autry, Charles W. Lamb Jan 2009

It Alignment With Business Strategies In Healthcare Organizations: An Empirical Analysis, Zach G. Zacharia, David S. Preston, Chad W. Autry, Charles W. Lamb

Journal of International Technology and Information Management

This paper describes a study that assessed the performance implications of aligning information technology (IT) strategy to overall business strategy across a variety of health care organization (HCO) structures. We obtained survey results from senior executives of 178 hospitals to identify key configurations of IT strategic practices, business strategy and HCO structures. Using K- means cluster analysis, we identified which business strategies correlate strongly with certain IT strategy types. Our results indicate that HCOs achieve superior performance through unique combinations of business and IT strategy, suggesting that correctly aligning these strategies is a critical decision for healthcare organizations.


Business Risks: When Is Fails To Detect Circumvention Activities, Stanley X. Lewis Jr., J. Scott Magruder, Eddy J. Burks, Carl Smolinski Jan 2009

Business Risks: When Is Fails To Detect Circumvention Activities, Stanley X. Lewis Jr., J. Scott Magruder, Eddy J. Burks, Carl Smolinski

Journal of International Technology and Information Management

A business must recognize and address various risk factors when establishing and maintaining its information system. The overall risk to management is that the control environment does not protect proprietary business data and the financial reporting system that produces financial statements and other information used by investors, creditors and regulatory agencies. These risks require that management implement efforts to ensure the integrity and effectiveness of control procedures over business activities while being aware of additional system issues such as failing to adequately consider other risks which are more business-oriented including the risk of failing to prevent or detect fraudulent or …


The Use Of Strategic Forces To Understand Competitive Advantages Provided By Information Technology, Gerald E. Evans, Clyde Neu Jan 2008

The Use Of Strategic Forces To Understand Competitive Advantages Provided By Information Technology, Gerald E. Evans, Clyde Neu

Journal of International Technology and Information Management

Porter’s Five Forces model of business strategy is foundational to understanding strategic forces and the role of information technology in the larger strategic framework of an organization. The authors describe how information technology changes the strength and/or influence of the competitive forces in Porter’s model. Furthermore, understanding how specific technologies potentially change specific forces within Porter’s model is the foundation of IT strategy. This theoretical framework of strategic alignment is developed through cases demonstrating how specific technologies change the strategic forces within specific industries and how organizations should take advantage of these changing forces. Empirical evidence for the validity of …


Identifying Opportunities In Multilingual Business Environments Using Environmental Scanning And Text Mining Techniques, Jody Strong, Kaushik Ghosh, Sumali Conlon Jan 2008

Identifying Opportunities In Multilingual Business Environments Using Environmental Scanning And Text Mining Techniques, Jody Strong, Kaushik Ghosh, Sumali Conlon

Journal of International Technology and Information Management

The identification of opportunities for growth can be made easier if comprehensive information relevant to the business environment is available to managers. Such recognition of business opportunities can also help sustain competitive advantage. Information relevant to business environment is usually written and posted in many languages and can be accessed from many sources. The collection of this information is time consuming and labor intensive and techniques such as environmental scanning that are proposed in previous research can facilitate this information search. In this study, we propose a technique to automatically perform tasks using text mining tools that search, translate, and …


A New Approach For Evaluating The Order Fulfillment Process Options Of B2c Horizontal Portals Using Dea (Data Envelopment Analysis), Tapati Bandopadhyay, Pradeep Kumar Jan 2007

A New Approach For Evaluating The Order Fulfillment Process Options Of B2c Horizontal Portals Using Dea (Data Envelopment Analysis), Tapati Bandopadhyay, Pradeep Kumar

Journal of International Technology and Information Management

By using the traditional statistical or operations research methods for deciding the product-delivery logistics, the portal companies are not using their competitive advantages on being more e-enabled, informed and computationally able than their traditional counterparts. In this paper, we show some typical characteristics of the portals like their handling of a huge range of goods in terms of transactional values or volumes. Subsequently, we have identified three types of generic product-delivery logistics of the portals with various intermediate entities or trading partners. Then, a completely different approach using an extreme point method rather than the traditional central-tendency-based statistical methods has …


Personal Data Collection Via The Internet: The Role Of Privacy Sensitivity And Technology Trust, Susan K. Lippert, Paul Michael Swiercz Jan 2007

Personal Data Collection Via The Internet: The Role Of Privacy Sensitivity And Technology Trust, Susan K. Lippert, Paul Michael Swiercz

Journal of International Technology and Information Management

Policy makers and researchers from a wide range of perspectives have expressed concern about the interplay between privacy rights and information exchanges via the Internet. Of particular interest has been the challenge of protecting sensitive personal information. In this paper, we assert that user willingness to share sensitive data is an area of critical concern and requires additional investigation. In an effort to enrich the dialogue on the question of voluntary sharing of sensitive personal data via the Internet, we present a model showcasing the relationship between personal data sharing, privacy sensitivity, and technology trust and discuss how organizations can …


A Framework And Guide For Understanding The Creation Of Consumer Trust, Joseph A. Cazier Jan 2007

A Framework And Guide For Understanding The Creation Of Consumer Trust, Joseph A. Cazier

Journal of International Technology and Information Management

This paper develops a framework and model for building trust by combining research on the creation of trust with the dimensions of trust: ability, benevolence and integrity. By combining these dimensions in a matrix with the types of trust production based on characteristics, process and institutions, the paper develops a robust 3 x 3 matrix with which to categorize and understand trust production. The framework is developed and analyzed in the light of literature on consumer trust. This framework can help researchers, practitioners and consumers understand trust creation and assist businesses in developing a comprehensive strategy for managing trust.


Social Network Enhanced Digital City Management And Innovation Success: A Prototype Design, Bih-Ru Lea, Wen-Bin Yu, Prashanth Kannan Jan 2007

Social Network Enhanced Digital City Management And Innovation Success: A Prototype Design, Bih-Ru Lea, Wen-Bin Yu, Prashanth Kannan

Journal of International Technology and Information Management

Innovation is the process by which knowledge is transformed into products and services which in turn fuels economic development to create wealth and generates improvements in the standard of living. With the advance of technology, social networks that play a fundamental role as a medium for the spread of information, ideas, and influence among its members have taken a form of digital city to offer a range of online services, including access to social environments, community services, and e-commerce to its infohabitants. This study investigates how social network theories can be used to design and manage a web-based digital city …


Comparing The Prioritization Of Erp System Effectiveness Measures By Organizational Actors: A Focus On It Professionals And Business Managers, Princely Ifinedo Jan 2007

Comparing The Prioritization Of Erp System Effectiveness Measures By Organizational Actors: A Focus On It Professionals And Business Managers, Princely Ifinedo

Journal of International Technology and Information Management

Modern organizations adopt Enterprise Resource Planning systems (ERP) to integrate their organizational data resources into unified systems. Researchers tend to concentrate on ERP implementation issues with only a handful studying ERP system effectiveness or success in adopting organizations. In fact, none has studied how key organizational actors prioritize or rank relevant measures or items related to the effectiveness of such systems. This study is designed to fill this gap in research as it aims at investigating how two organizational stakeholder groups, i.e. information technology (IT) professionals and business managers prioritize relevant measures related to ERP systems effectiveness. Using surveys in …


An Empirically Derived Taxonomy Of Information Systems Integration, Thawatchai Jitpaiboon, T.S. Ragu-Nathan, Mark A. Vonderembse Jan 2006

An Empirically Derived Taxonomy Of Information Systems Integration, Thawatchai Jitpaiboon, T.S. Ragu-Nathan, Mark A. Vonderembse

Journal of International Technology and Information Management

Information systems integration (ISI) represents the degree of cooperation in information system practices between business functions within a firm and between a firm and its trading partners. Although the establishment of information systems integration objective has been reported as one of the key concerns of top management because ISI enhances the firms’ competitiveness and growth, the classification of the information system practices and its managerial implications are still vaguely developed. The two objectives of this paper are: (1) to develop a taxonomy of information systems integration (ISI) called ISI-Matrix, and (2) to report managerial implications for matching each information system …


The Role Of Convergence In Information Systems And Business Planning, Sharath Sasidharan, Jiming Wu, Dennis Pearce, Grover S. Kearns, Albert L. Lederer Jan 2006

The Role Of Convergence In Information Systems And Business Planning, Sharath Sasidharan, Jiming Wu, Dennis Pearce, Grover S. Kearns, Albert L. Lederer

Journal of International Technology and Information Management

A key challenge to top management is the alignment of IS and business plans for the purpose of producing an IT-based competitive advantage. This study uses a well known communication theory to provide new insight into the impact of CEO and CIO planning participation on IS and business alignment via the convergence of views between the CEO and CIO regarding the current and future strategic impact of IT on the firm’s success. One hundred and nine matched pairs of questionnaire responses from CIOs and CEOs were collected using a postal survey. Results indicated that CIO participation in business planning predicted …