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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Ninth Workshop on Software Quality Analysis, Monitoring, Improvement, and Applications SQAMIA 2022</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Zoran Budimac University of Novi Sad Faculty of Sciences, Department of Mathematics and Informatics Trg Dositeja Obradovića 4</institution>
          ,
          <addr-line>21000 Novi Sad</addr-line>
          ,
          <country country="RS">Serbia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2022</year>
      </pub-date>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>2022</p>
      <p>Proceedings
Department of mathematics and informatics</p>
      <p>Faculty of Sciences
University of Novi Sad, Serbia
2022</p>
    </sec>
    <sec id="sec-2">
      <title>Volume Editor</title>
      <sec id="sec-2-1">
        <title>Publisher:</title>
        <p>University of Novi Sad,
Faculty of Sciences, Department of mathematics and informatics
Trg Dositeja Obradovića 3, 21000 Novi Sad, Serbia
www.pmf.uns.ac.rs</p>
      </sec>
      <sec id="sec-2-2">
        <title>Typesetting: Doni Pracner</title>
        <p>Papers are copyrighted © 2022 by the papers’ authors. Copying permitted only for private and academic purposes. This
volume is published and copyrighted by its editors. Use permitted under Creative Commons License Attribution 4.0
International (CC BY 4.0). The contents of the published papers express the opinions of their respective authors, not
the volume publisher or the editors.</p>
        <p>Typeset in LATEX and Microsoft Word by Doni Pracner and the authors of individual papers.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Preface</title>
      <p>This volume contains papers presented at the Ninth Workshop on Software Quality
Analysis, Monitoring, Improvement, and Applications (SQAMIA 2022). SQAMIA
2022 was held during 11 – 14. 09. 2022, at the Department of mathematics and
Informatics, Faculty of Science, University of Novi Sad, Serbia.</p>
      <p>SQAMIA 2022 continued the tradition of successful SQAMIA workshops
previously held in Novi Sad, Serbia (in 2012, 2013 and 2018), Lovran, Croatia (2014),
Maribor, Slovenia (2015), Budapest, Hungary (2016), Belgrade, Serbia (2017) and
Ohrid, North Macedonia (2019). The first SQAMIA workshop was organized within
the 5th Balkan Conference in Informatics (BCI 2012). In 2013, SQAMIA became a
standalone event intended to be an annual gathering of researchers and practitioners
in the field of software quality. Unfortunately, the workshop was not held in 2020 and
2021 due to the COVID-19 pandemic.</p>
      <p>The main objective of the SQAMIA series of workshops is to provide a forum for
presentation, discussion and dissemination of the latest scientific achievements in the
area of software quality, and to promote and improve interaction and collaboration
among scientists and young researchers from the region and beyond. The workshop
especially welcomes position papers, papers describing work in progress, tool
demonstration papers, technical reports, and papers designed to provoke debate on present
knowledge, open questions, and future research trends in software quality.</p>
      <p>The SQAMIA 2022 workshop consisted of regular sessions with technical
contributions reviewed and selected by an international program committee, as well as three
invited talks by Klaus Bothe, Dragana Georgijević and Gordana Rakić. In total 15
papers were accepted and published in this proceedings volume. All published papers
were at least double reviewed, and in some cases even quadruple reviewed. We are
grateful to all PC members for submitting careful and timely opinions on the papers.</p>
      <p>Our special thanks are also addressed to the members of the SQAMIA
Initiative (sqamia.org) without whom this and previous workshops could not be possible:
Zoran Budimac (Novi Sad, Serbia), Tihana Galinac Grbac (Pula, Croatia),
Marjan Heričko (Maribor, Slovenia), Zoltán Horváth (Budapest, Hungary) and Hannu
Jaakkola (Pori, Finland)</p>
      <p>We thank the Department of Mathematics and Informatics, Faculty of Sciences,
University of Novi Sad for partially sponsoring the event.</p>
      <p>We extend special thanks to the SQAMIA 2022 Organizing Committee from the
Department of Mathematics and Informatics, Faculty of Sciences, University of Novi
Sad, especially to Nataša Sukur for her hard work and dedication to make this
workshop the best it can be. Further we’d like to thank Doni Pracner for his patience and
diligent work on making the proceedings.</p>
      <p>And last, but not least, we thank all the participants of SQAMIA 2022 for their
contributions that made all the work that went into SQAMIA 2022 worthwhile.</p>
      <sec id="sec-3-1">
        <title>September 2022</title>
        <p>Zoran Budimac</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Workshop Organization</title>
    </sec>
    <sec id="sec-5">
      <title>General and Program</title>
    </sec>
    <sec id="sec-6">
      <title>Chair</title>
      <p>Zoran Budimac (University of Novi Sad, Serbia)
Program</p>
      <p>Committee</p>
    </sec>
    <sec id="sec-7">
      <title>Organizing Committee</title>
      <p>Nataša Sukur (chair, University of Novi Sad, Serbia)
Doni Pracner (University of Novi Sad, Serbia)
Ivan Pribela (University of Novi Sad, Serbia)
Smiljana Knežev (University of Novi Sad, Serbia)
Dušica Knežević (University of Novi Sad, Serbia)
Davorka Radaković (University of Novi Sad, Serbia)</p>
    </sec>
    <sec id="sec-8">
      <title>Organizing Institution</title>
      <sec id="sec-8-1">
        <title>University of Novi Sad, Serbia Faculty of Sciences Department of Mathematics and Informatics Software Quality Laboratory</title>
      </sec>
    </sec>
    <sec id="sec-9">
      <title>Technical Editor</title>
      <p>Doni Pracner (University of Novi Sad, Serbia)</p>
    </sec>
    <sec id="sec-10">
      <title>Sponsoring Institution</title>
      <sec id="sec-10-1">
        <title>SQAMIA 2022 was partially financially supported by:</title>
      </sec>
      <sec id="sec-10-2">
        <title>University of Novi Sad, Serbia Faculty of Sciences Department of Mathematics and Informatics 4</title>
        <p>◦ Inferring The Best Static Analysis Tool For Null Pointer Dereference in Java Source Code . . . 1:1– 1:12</p>
        <p>Midya Alqaradaghi, Tamás Kozsik
◦ Utilizing Interaction Metrics in a Virtual Learning Environment for Early Prediction of Students’
Academic Performance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2:1– 2:12
Saša Brdnik, Vili Podgorelec, Tjaša Heričko
◦ A Quantitative Study of C/C++ FOSS Software Buildability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3:1– 3:10</p>
        <p>Dalibor Fonović, Tihana Galinac Grbac
◦ A Framework for C++ Exception Handling Assistance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4:1– 4:13</p>
        <p>Endre Fülöp, Attila Gyen, Norbert Pataki
◦ A Quality Gate Role in a Software Delivery Pipeline . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6:1– 6:12</p>
        <p>Marko Gluhak, Luka Pavlic
◦ Handling Software Icebergs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7:1– 7:8</p>
        <p>Jaak Henno, Hannu Jaakkola, Jukka Mäkelä
◦ Commit Classification Into Maintenance Activities Using Aggregated Semantic Word Embeddings of
Software Change Messages . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8:1– 8:12
Tjaša Heričko, Saša Brdnik, Boštjan Šumak
◦ Using Self-Sovereign-Identity Principles to Prove Your Worth in Decentralized Autonomous
Organizations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9:1– 9:12
Vid Keršič, Andraž Vrečko, Urban Vidovič, Martin Domajnko, Muhamed Turkanović.
◦ Testing RESTful APIs - Use Case: RESTful API for Solving Multidimensional Time-independent
Schrödinger Equation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10:1– 10:12
Bojana Koteska, Davor Dimoski, Ljupco Pejov, Anastas Mishev
◦ Comparison of Project Management Tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12:1– 12:10</p>
        <p>Filip Pasarič, Maja Pušnik</p>
      </sec>
    </sec>
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