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                <text>Data Mining Technology Used in an Internet of Things-Based Decision&#13;
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                <text>Data Mining; IoT; ARS; Apriori Algorithm; Decision Support Systems</text>
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                <text>In recent years, database technology has improved significantly, and database management systems have gained widespread&#13;
adoption. As a result, the volume of data saved across numerous databases has increased exponentially. However, the vast&#13;
majority of information is hidden beneath this mountain of data. The goal of this study is to get a comprehensive understanding&#13;
of the decision information system employed in the Internet of Things for intelligent manufacturing data processing. The&#13;
proposed Decision support system (DSS) information processing is accomplished through the use of an IoT-based intelligent&#13;
manufacturing data mining model. Numerous DM algorithms that are frequently encountered are analyzed, including the ARS&#13;
and Apriori Algorithm (AA). The Decision Tree data mining algorithm is investigated, as is the generation of several Decision&#13;
Trees and the pruning algorithm for digital twins. The findings demonstrate that data mining technology is capable of analyzing&#13;
statistical data from a variety of angles and perspectives by modeling, classifying, and grouping large amounts of data as well as&#13;
discovering correlations between them. Additionally, statistical work involves the calculation of data and the use of their&#13;
correlations to aid in decision analysis. The proposed theoretical framework demonstrates how DSS-integrated components can&#13;
work cooperatively in Intelligent Manufacturing to define a stable data flow within the Internet of Things. Particular emphasis is&#13;
placed on conceptualizing the decision support system's integrated performance.</text>
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                <text>Ahmad Sulhi</text>
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                <text>Understanding the Formation of Software as a Service (Saas) Commitment&#13;
the Relational Value Creation Perspective</text>
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                <text>Innovation, SaaS, Technological Frames, Dedication-Constraint Framework, Commitment</text>
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                <text>This study focuses on the use of an important IT innovation--software-as-a-service (SaaS), and draw on sensemaking and the&#13;
dedication-constraint framework to explain the formation of SaaS commitment. Building on and extending prior studies, we posit that&#13;
managers’ perceived relational value from SaaS consumption transforms their initial sensemaking of SaaS features into commitment. SaaS&#13;
features are characterized as strength frames and weakness frames. Perceived relational values are conceptualized as process flexibility,&#13;
task-knowledge coordination, process specificity, and trust. The proposed model and hypotheses are largely supported by the empirical data&#13;
from 169 SaaS client firms. We discuss theoretical and practical implications</text>
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                <text>Chia-Shiang Hsu 1,*, Shih-Wei Chou</text>
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                <text>PERI IRAWAN</text>
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            <description>A name given to the resource</description>
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                <text>Implementation of Data Synchronization Mechanism in Virtual Desktop&#13;
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                <text>VMware vSphere; VMware vCenter; FreeNAS; VMware Horizon</text>
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                <text>There are more and more applications and services of Cloud technology. Whether the government, enterprises or organizations,&#13;
even everyone may have requirements of constructing cloud systems. To build the virtual cloud infrastructure VMware vSphere&#13;
which is the leader of the information industry on virtual platforms can let users use Virtual Desktop Infrastructure by their&#13;
mobile device. This study integrated some management programs such as Activity Directory, VMware vCenter, View connection&#13;
server, VMware vSphere and used the shared storage system of FreeNAS to provide the cloud virtual environment to users. With&#13;
the simple interface to manage, it successfully provides administrators to build Virtual Desktop Infrastructure faster. Users can&#13;
use their own device to control the virtual desktop in a mobile classroom by VMware Horizon View or browser. Users can also&#13;
use a shared storage system to be the information exchange platform. If you can connect to the Internet, you can use your own&#13;
virtual desktop anywhere. Finally, the complete construction implements the combination of several operating systems and&#13;
improves their performance to save lots of hardware cost. It also meets the social focus of carbon reduction and environment&#13;
protection to achieve sustainable use.</text>
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                <text>Chiao-Tung Yang 1,*, Jheng-Yue Li 2, Cai-Jin Chen 3 , Chun-I Chiang</text>
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            <name>Title</name>
            <description>A name given to the resource</description>
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                <text>The Impact of Servicescape Perception on Perceived E-Commerce Value&#13;
and Client Loyalty</text>
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                <text>E-Servicescape; Online Marketing, E-Commerce</text>
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                <text>While previous research on e-servicescapes has focused on the ordinary Internet user, several studies show that heavy Internet users are the&#13;
target audience. To maximize firm profitability, it is vital to understand the nature of heavy user consumption; hence, this study examines the&#13;
primary components of e-servicescapes and their relationship to buy intent using moderated data from heavy and light Internet users. Three&#13;
hundred and forty-two genuine internet users with online purchasing experience answered an online questionnaire, and discrepancies were&#13;
determined using structural equation modeling. For ordinary users, aesthetic appeal and interaction are significant factors in purchase intention;&#13;
for heavy users, interactivity is the most important attribute, followed by aesthetic appeal, layout, and functionality; and for light users,&#13;
aesthetic appeal is the sole consideration. Additionally, our data show that financial stability does not help heavy, regular, or light users. We&#13;
demonstrate how heavy and light Internet users evaluate e-servicescapes to signal quality attributes and contribute to their cognitive responses&#13;
and purchase intentions based on their consumption traits by integrating purchase intentions with e-service quality and segmentation theory in&#13;
e-servicescapes. It is advised that online merchants identify heavy and light users, rethink their current e-servicescapes, and apply more tailored&#13;
marketing methods to attract and retain heavy and light users, as well as increase their purchase intent. While this study concentrated on the&#13;
most salient characteristics of heavy users, more research is required to explicate additional critical mediators. This poll makes no mention of&#13;
the three kinds of websites or product qualities. Finally, demographic and psychological variables such as gender and personal characteristics&#13;
may act as significant mediators in the link between the e-servicescape and purchase intention, but their relevance requires more research.</text>
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                <text>Jeffri Prayitno Bangkit Saputra</text>
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                <text>Online Group Purchasing Environment, the Effects of Price Discounts and&#13;
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            <description>The topic of the resource</description>
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                <text>Impulse Buying; Marketing; Mobile Marketing; Convenience Sampling</text>
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            <description>An account of the resource</description>
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                <text>The approach used is a combination of quantitative research and an explanation survey. The population for this study is comprised of active&#13;
internet users who have completed marketplace transactions. The dataset was sampled in a non-probabilistic manner (convenience sampling)&#13;
and included data from 100 respondents. The results suggested that mobile marketing and promotions had no obvious influence on impulsive&#13;
purchases made by marketplace customers. Meanwhile, lifestyle has a good influence on the impulsive purchase behavior of marketplace&#13;
consumers by 35.1 percent. Mobile marketing, incentives, and lifestyle all have a combined influence on the marketplace of 20.9 percent on&#13;
impulse purchases. While the remaining 79.1 percent is impacted by elements that have not been investigated. This research was conducted&#13;
using earlier studies as a baseline against which to establish the hypothesis for each variable. The study's design was quantitative, with an&#13;
emphasis on explanatory research. Convenience sampling was used in this study. This study was successful in determining the effects and&#13;
interactions associated with impulse purchasing. Discounts, lifestyle, and mobile marketing are integrated and analyzed to see which aspects&#13;
have the biggest influence.</text>
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                <text>Muhammad Qomarul Huda 1,*, A’ang Subiyakto 2, Aedah Abd. Rahman</text>
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                  <text>VOL 4 NO 3 DECEMBER  2021</text>
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                <text>Investigate the Influence and Moderators of the Embarrassment on the&#13;
Continual Usage and Knowledge Sharing Intention in Virtual Communities</text>
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                <text>Embarrassment; Virtual Communities; Dramaturgic Theory; Knowledge Sharing</text>
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                <text>Embarrassment has been an important research issue in the domain of management. Previous studies indicated when embarrassment occurred&#13;
between sales and customers, it could reduce the customers' intention to visit the store again. Virtual communities are also places for interaction&#13;
between members; therefore, embarrassment could occurred as well. Goffman’s dramaturgic theory can be perfectly applied to the settings of&#13;
virtual communities. They both address the interaction facet between people. Dramaturgic theory can also elaborate the occurrence of&#13;
embarrassment. Thus, this study aims to resolve the possible reasons inducing embarrassment by dramaturgic perspective, and investigate the&#13;
influence and moderators of embarrassment on members' continual usage and knowledge sharing intention towards virtual communities. In&#13;
addition, two sets of interference variables were derived based on virtual community characteristics, and their influence on the&#13;
above-mentioned correlations was analyzed. The research results can be a good reference for virtual community operators and managers to help&#13;
them understand those causes of embarrassment that have a negative impact on those community members’ intentions, and to reflect on how&#13;
they can reduce those causal factors by tweaking the design of community platforms.</text>
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                <text>Sheng-Cheng Lin</text>
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