<?xml version="1.0" encoding="UTF-8"?>
<itemContainer xmlns="http://omeka.org/schemas/omeka-xml/v5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://omeka.org/schemas/omeka-xml/v5 http://omeka.org/schemas/omeka-xml/v5/omeka-xml-5-0.xsd" uri="https://repository.horizon.ac.id/items/browse?collection=706&amp;output=omeka-xml&amp;sort_field=added" accessDate="2026-04-11T09:02:15+00:00">
  <miscellaneousContainer>
    <pagination>
      <pageNumber>1</pageNumber>
      <perPage>10</perPage>
      <totalResults>5</totalResults>
    </pagination>
  </miscellaneousContainer>
  <item itemId="9312" public="1" featured="1">
    <fileContainer>
      <file fileId="9337">
        <src>https://repository.horizon.ac.id/files/original/db8f6e8e17a91eda39151a43cc270eee.pdf</src>
        <authentication>80e7cf7ee487c207fed48270e0c3a284</authentication>
      </file>
    </fileContainer>
    <collection collectionId="706">
      <elementSetContainer>
        <elementSet elementSetId="1">
          <name>Dublin Core</name>
          <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
          <elementContainer>
            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
              <elementTextContainer>
                <elementText elementTextId="99825">
                  <text>VOL 5 NO 4 DECEMBER 2022</text>
                </elementText>
              </elementTextContainer>
            </element>
          </elementContainer>
        </elementSet>
      </elementSetContainer>
    </collection>
    <elementSetContainer>
      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
        <elementContainer>
          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99836">
                <text>Software Defect Fault Intelligent Location and Identification Method Based&#13;
on Data Mining</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99837">
                <text>Software Defect; Data Mining; Fault Location; Data Algorithm</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99838">
                <text>With the advancement of the times, computer technology is also constantly improving, and people's requirements for software&#13;
functions are also constantly improving, and as software functions become more and more complex, developers are technically&#13;
limited and teamwork is not tacitly coordinated. And so on, so in the software development process, some errors and problems&#13;
will inevitably lead to software defects. The purpose of this paper is to study the intelligent location and identification methods of&#13;
software defects based on data mining. This article first studies the domestic and foreign software defect fault intelligent location&#13;
technology, analyzes the shortcomings of traditional software defect detection and fault detection, then introduces data mining&#13;
technology in detail, and finally conducts in-depth research on software defect prediction technology. Through in-depth research&#13;
on several technologies, it reduces the accidents of software equipment and delays its service life. According to the experiments&#13;
in this article, the software defect location proposed in this article uses two methods to compare. The first error set is used as a&#13;
unit to measure the subsequent error set software error location cost. The first error set 1F contains 19 A manually injected error&#13;
program, and the average positioning cost obtained is 3.75%.</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99839">
                <text>Wenhua College, Wuhan, 430074, Hubei, China</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="40">
            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99840">
                <text>2022</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99841">
                <text>PERI IRAWAN</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="42">
            <name>Format</name>
            <description>The file format, physical medium, or dimensions of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99842">
                <text>PDF</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="44">
            <name>Language</name>
            <description>A language of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99843">
                <text>ENGLISH</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="51">
            <name>Type</name>
            <description>The nature or genre of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99844">
                <text>TEXT</text>
              </elementText>
            </elementTextContainer>
          </element>
        </elementContainer>
      </elementSet>
    </elementSetContainer>
  </item>
  <item itemId="9313" public="1" featured="1">
    <fileContainer>
      <file fileId="9338">
        <src>https://repository.horizon.ac.id/files/original/85da94196ff20a300f98cd3f397ee51d.pdf</src>
        <authentication>f34da6b356a9dfab5b786f63993aaf02</authentication>
      </file>
    </fileContainer>
    <collection collectionId="706">
      <elementSetContainer>
        <elementSet elementSetId="1">
          <name>Dublin Core</name>
          <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
          <elementContainer>
            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
              <elementTextContainer>
                <elementText elementTextId="99825">
                  <text>VOL 5 NO 4 DECEMBER 2022</text>
                </elementText>
              </elementTextContainer>
            </element>
          </elementContainer>
        </elementSet>
      </elementSetContainer>
    </collection>
    <elementSetContainer>
      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
        <elementContainer>
          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99845">
                <text>The Combined Application Technology of the Bank's TwoDimensional&#13;
Aggregate Payment Code and the Vegetable Field Traceability System</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99846">
                <text>QR Code Aggregation; Green Food; Traceability</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99847">
                <text>With the rapid development of social economy, people's living standards and quality of life are getting better and better, and food&#13;
safety is getting more and more attention. Aiming at the problem of vegetable traceability, this paper analyzes the bank's QR code&#13;
scan code aggregation payment model. Secondly, it designs a green food traceability system and elaborates the realization of the&#13;
main functions of the system. Practice has proved that the traceability system of green food can allow consumers to consume&#13;
with confidence, and at the same time, it is convenient for the competent government departments to trace the source in time and&#13;
control the quality.</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99848">
                <text>Luyi Zhang</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="40">
            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99849">
                <text>2022</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99850">
                <text>PERI IRAWAN</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="42">
            <name>Format</name>
            <description>The file format, physical medium, or dimensions of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99851">
                <text>PDF</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="44">
            <name>Language</name>
            <description>A language of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99852">
                <text>ENGLISH</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="51">
            <name>Type</name>
            <description>The nature or genre of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99853">
                <text>TEXT</text>
              </elementText>
            </elementTextContainer>
          </element>
        </elementContainer>
      </elementSet>
    </elementSetContainer>
  </item>
  <item itemId="9314" public="1" featured="1">
    <fileContainer>
      <file fileId="9339">
        <src>https://repository.horizon.ac.id/files/original/669e531b5cc0e9891e573752a7892d2a.pdf</src>
        <authentication>eed65864413eb55cdf6fdd9730559c84</authentication>
      </file>
    </fileContainer>
    <collection collectionId="706">
      <elementSetContainer>
        <elementSet elementSetId="1">
          <name>Dublin Core</name>
          <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
          <elementContainer>
            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
              <elementTextContainer>
                <elementText elementTextId="99825">
                  <text>VOL 5 NO 4 DECEMBER 2022</text>
                </elementText>
              </elementTextContainer>
            </element>
          </elementContainer>
        </elementSet>
      </elementSetContainer>
    </collection>
    <elementSetContainer>
      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
        <elementContainer>
          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99854">
                <text>Selection of Suppliers of Building Materials Using the Analytical Hierarchy&#13;
Process (AHP) Method at PT. Cipta Nuansa Prima Tangerang</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99855">
                <text>Supplier Selection; Methods Analytical Hierarchy Process; Decision Support System</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99856">
                <text>Supplier is one of the most important parts of a construction services provider company. PT. Nuance Prima Cipta Tangerang is a&#13;
contracting company that offers construction services. Since the number of suppliers, PT. Nuance Prima Cipta Tangerang&#13;
difficulty in choosing suppliers with their respective advantages. Therefore, use AHP (Analytical Hierarchy Process) for supplier&#13;
selection process to make it more objective. Broadly speaking, AHP (Analytical Hierarchy Process) is the process of comparing&#13;
criteria into alternatives, the greater the value is generated, then the main well to the supplier selected. By using the AHP method&#13;
obtained the final value for each alternatif Lead A 39%, 12% and Supplier B Supplier C 49%.</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99857">
                <text>Rani Irma Handayanir</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="40">
            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99858">
                <text>2022</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99859">
                <text>PERI IRAWAN</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="42">
            <name>Format</name>
            <description>The file format, physical medium, or dimensions of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99860">
                <text>PDF</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="44">
            <name>Language</name>
            <description>A language of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99861">
                <text>ENGLISH</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="51">
            <name>Type</name>
            <description>The nature or genre of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99862">
                <text>TEXT</text>
              </elementText>
            </elementTextContainer>
          </element>
        </elementContainer>
      </elementSet>
    </elementSetContainer>
  </item>
  <item itemId="9315" public="1" featured="1">
    <fileContainer>
      <file fileId="9340">
        <src>https://repository.horizon.ac.id/files/original/580ef83b7286f6f97310376068eb43ff.pdf</src>
        <authentication>61132100e3d3e07cad487ca8f9f0b422</authentication>
      </file>
    </fileContainer>
    <collection collectionId="706">
      <elementSetContainer>
        <elementSet elementSetId="1">
          <name>Dublin Core</name>
          <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
          <elementContainer>
            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
              <elementTextContainer>
                <elementText elementTextId="99825">
                  <text>VOL 5 NO 4 DECEMBER 2022</text>
                </elementText>
              </elementTextContainer>
            </element>
          </elementContainer>
        </elementSet>
      </elementSetContainer>
    </collection>
    <elementSetContainer>
      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
        <elementContainer>
          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99863">
                <text>Analysis of Recommended Mobile Selection Using the Weighted Product&#13;
Method</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99864">
                <text>Mobile Phones; Criteria; Alternatives; Weighted Products.</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99865">
                <text>Mobile is an electronic telecommunications device that has become a major requirement at this time, which is equipped with the&#13;
advantages of the features of each device. The number of outputs or new breakthroughs from mobile phone manufacturers makes&#13;
consumers have to be observant in choosing the right cellphone to use in their activities. Ignorance of the advantages and&#13;
disadvantages of selected mobile phones can cause harm to consumers who use them based on their respective levels of interest.&#13;
In this study, an analysis of the calculation of several alternative cell phone data will be carried out based on the criteria/attributes&#13;
determined using the weighted product method which can solve the problem by multiplying to connect the attribute rating with&#13;
the weighted attribute in question. It is hoped that this calculation analysis concept can become the foundation of knowledge&#13;
about the weighted product method, especially in terms of selecting recommendation cellphones, as well as a basic sketch for&#13;
developing the implementation of the weighted product method into future decision support system application programs</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99866">
                <text>Sora Yi 1,*, Yong-Chul Jang</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="40">
            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99867">
                <text>2022</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99868">
                <text>PERI IRAWAN</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="42">
            <name>Format</name>
            <description>The file format, physical medium, or dimensions of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99869">
                <text>PDF</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="44">
            <name>Language</name>
            <description>A language of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99870">
                <text>ENGLISH</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="51">
            <name>Type</name>
            <description>The nature or genre of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99871">
                <text>TEXT</text>
              </elementText>
            </elementTextContainer>
          </element>
        </elementContainer>
      </elementSet>
    </elementSetContainer>
  </item>
  <item itemId="9316" public="1" featured="1">
    <fileContainer>
      <file fileId="9341">
        <src>https://repository.horizon.ac.id/files/original/5a9e5d7ebc7d8d0dc6bdf2576acc3035.pdf</src>
        <authentication>bb2fd7e3fb13a2eee4deab60263718b8</authentication>
      </file>
    </fileContainer>
    <collection collectionId="706">
      <elementSetContainer>
        <elementSet elementSetId="1">
          <name>Dublin Core</name>
          <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
          <elementContainer>
            <element elementId="50">
              <name>Title</name>
              <description>A name given to the resource</description>
              <elementTextContainer>
                <elementText elementTextId="99825">
                  <text>VOL 5 NO 4 DECEMBER 2022</text>
                </elementText>
              </elementTextContainer>
            </element>
          </elementContainer>
        </elementSet>
      </elementSetContainer>
    </collection>
    <elementSetContainer>
      <elementSet elementSetId="1">
        <name>Dublin Core</name>
        <description>The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/.</description>
        <elementContainer>
          <element elementId="50">
            <name>Title</name>
            <description>A name given to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99872">
                <text>Comparison of Data Normalization for Wine Classification Using K-NN&#13;
Algorithm</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="49">
            <name>Subject</name>
            <description>The topic of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99873">
                <text>Normalization, K-fold cross validation, K-NN</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="41">
            <name>Description</name>
            <description>An account of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99874">
                <text>The range of values that are not balanced on each attribute can affect the quality of data mining results. For this reason, it is necessary to&#13;
pre-process the data. This preprocessing is expected to increase the accuracy of the results from the wine dataset classification. The&#13;
preprocessing method used is data transformation with normalization. There are three ways to do data transformation with normalization,&#13;
namely min-max normalization, z-score normalization, and decimal scaling. Data that has been processed from each normalization method will&#13;
be compared to see the results of the best classification accuracy using the K-NN algorithm. The K used in the comparisons were 1, 3, 5, 7, 9,&#13;
11. Before classifying the normalized wine dataset, it was divided into test data and training data with k-fold cross validation. The division of&#13;
the data using k is equal to 10. The results of the classification test with the K-NN algorithm show that the best accuracy lies in the wine dataset&#13;
which has been normalized using the min-max normalization method with K = 1 of 65.92%. The average obtained is 59.68%.</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="39">
            <name>Creator</name>
            <description>An entity primarily responsible for making the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99875">
                <text>Rohitash Chandra 1,*, Kaylash Chaudhary 2, Akshay Kumar</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="40">
            <name>Date</name>
            <description>A point or period of time associated with an event in the lifecycle of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99876">
                <text>2022</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="37">
            <name>Contributor</name>
            <description>An entity responsible for making contributions to the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99877">
                <text>PERI IRAWAN</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="42">
            <name>Format</name>
            <description>The file format, physical medium, or dimensions of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99878">
                <text>PDF</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="44">
            <name>Language</name>
            <description>A language of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99879">
                <text>ENGLISH</text>
              </elementText>
            </elementTextContainer>
          </element>
          <element elementId="51">
            <name>Type</name>
            <description>The nature or genre of the resource</description>
            <elementTextContainer>
              <elementText elementTextId="99880">
                <text>TEXT</text>
              </elementText>
            </elementTextContainer>
          </element>
        </elementContainer>
      </elementSet>
    </elementSetContainer>
  </item>
</itemContainer>
