Prof. Dr. Jens Heidrich

Aktiv seit 2023 SciPort RLP LinkedIn
Jens Heidrich Christopher Folz, CC BY SA 4.0

Raum C2.11 +49 6131 628-1414

jens.heidrich@hs-mainz.de

Funktionen

  • Professor

Forschung

  • Entwicklung verlässlicher KI-Systeme
  • Agile Softwareentwicklungsprozesse
  • Softwarequalitätsmodellierung

Betreute Promotionen (laufend)

  • Verlässliche KI-Assistenten in der Produktion - ein Evaluierungsframework ()

Lehrgebiet

  • Angewandte Informatik

Gutachterfunktionen

  • Programmkomitee:
  • ICSSP (International Conference on Software and System Process)
  • IWSM (International Workshop on Software Measurement)
  • Mensura (International Conference on Software Process and Product Measurement)
  • PROFES (Product-Focused Software Process Improvement)
  • SEAA (EUROMICRO Conference on Software Engineering and Advanced Applications)
  • SWQD (Software Quality Days)

Mitgliedschaften

  • Gesellschaft für Informatik

Auszeichnungen

  • Nominierung für den Dissertationspreis der Gesellschaft für Informatik 2008
  • Kreissparkassenstiftung Kaiserslautern 2002 für ausgezeichnete Diplomarbeit

Links

Jens Heidrich Christopher Folz, CC BY SA 4.0

Projekte

Publikationen

  1. Building AI Innovation Labs together with Companies

    Heidrich, Jens; Jedlitschka, Andreas; Trendowicz, Adam et al.

    Düren. 2022

  2. Construction of a quality model for machine learning systems

    Siebert, Julien

    SOFTWARE QUALITY JOURNAL. Bd. 30. H. 2. 2022 S. 307 - 335

  3. Neues Framework für messbasierte Qualitätsbewertung in der Automotive-Softwareentwicklung

    Heidrich, Jens; Morgenstern, Andreas; Quante, Jochen et al.

    ATZ Elektron. Bd. 17. H. 1-2. 2022 S. 16 - 21

  4. Empfehlungen für Masterstudiengänge Data Science

    Abedjan, Ziawasch; Bendig, Thomas; Brefeld, Ulf et al.

    Bonn. 2021

  5. Anwendungsszenarien: KI-Systeme in der Produktionsautomatisierung

    Adler, Rasmus; Heidrich, Jens; Jöckel, Lisa et al.

    ExamAI: KI Testing & Auditing, Gesellschaft für Informatik. online. 2020

  6. Ergebnisbericht: Möglichkeiten und Grenzen von Anwendungen künstlicher Intelligenz in der Produktionsautomatisierung

    Adler, Rasmus; Heidrich, Jens; Jöckel, Lisa et al.

    ExamAI: KI Testing & Auditing, Gesellschaft für Informatik. online. 2020

  7. Requirements-Driven Method to Determine Quality Characteristics and Measurements for Machine Learning Software and Its Evaluation

    Ohashi, Kyoko; Namba, Isao; Yamamoto, Rieko et al.

    2020 IEEE 28th International Requirements Engineering Conference (RE). Zürich. 2020 S. 260 - 270

  8. Testen im Zeitalter von KI

    Kläs, Michael; Adler, Rasmus; Heidrich, Jens

    Informatik Aktuell. online. 2020

  9. Towards Guidelines for Assessing Qualities of Machine Learning Systems

    Siebert, Julien; Joeckel, Lisa; Heidrich, Jens et al.

    Quality of Information and Communications Technology. Bd. 1266. 2020 S. 17 - 31

  10. Data Science: Technologies for Better Software

    Ebert, Christof

    IEEE SOFTWARE. Bd. 36. H. 6. 2019 S. 66 - 72

  11. Data Science: Technologies for Better Software

    Ebert, Christof; Heidrich, Jens; Martinez-Fernandez, Silverio et al.

    IEEE Software. Bd. 36. H. 6. 2019 S. 66 - 72

  12. Data Science: Lern- und Ausbildungsinhalte

    Abedjan, Z.; Brefeld, U.; Bürkle, J. et al.

    Gesellschaft für Informatik. online. 2018

  13. Future Skills: Ansätze zur Vermittlung von Data Literacy in der Hochschulbildung

    Heidrich, J.; Bauer, P.; Krupka, D.

    Hochschulforum Digitalisierung: Report No. 38. online. 2018

  14. Systems Engineering as an Enabler for Future Innovation

    Heidrich, Jens; Becker, Martin; Kuhn, Thomas et al.

    Paderborn. 2017

  15. Exploiting Big Data's Benefits

    Heidrich, Jens

    IEEE SOFTWARE. Bd. 33. H. 4. 2016 S. 111 - 116

  16. Exploiting Big Data’s Benefits

    Heidrich, Jens; Trendowicz, Adam; Ebert, Christof

    IEEE Software. Bd. 33. H. 4. 2016 S. 111 - 116

  17. Proceedings of the Joint conference of the 26th International Workshop on Software Measurement (IWSM) and the 11th International Conference on Software Process and Product Measurement (Mensura)

    Heidrich, Jens; Vogelezang, Frank

    IEEE (Hrsg). Berlin. 2016

  18. Systems Engineering Booklet 2016: Challenges and Best Practices

    Heidrich, J.; Tanveer, B.; van Lengen, R. et al.

    Studienreport, Fraunhofer IESE. online. 2016

  19. Systems Engineering Study 2016: Detailed Results

    Heidrich, J.; Becker, M.; Kleinberger, T. et al.

    Studienreport, Fraunhofer IESE. online. 2016

  20. Aligning Organizations through Measurement: The GQM+Strategies Approach

    Basili, Victor; Trendowicz, Adam; Kowalczyk, Martin et al.

    Tokyo. 2015

  21. Setting Up a Research Software Factory in the Oil and Gas Domain

    Ocampo, A.; Heidrich, Jens

    Köln. 2015

  22. Software productivity and effort estimation

    Heidrich, Jens

    JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS. Bd. 27. H. 7. 2015 S. 465 - 466

  23. Software productivity and effort estimation

    Heidrich, J.; Oivo, M.; Jedlitschka, A.

    Journal of Software: Evolution and Process. Bd. 27. H. 7. 2015 S. 465 - 466

  24. Aligning Organizations Through Measurement: The GQM+Strategies Approach

    Basili, Victor; Trendowicz, Adam; Kowalczyk, Martin et al.

    Berlin. 2014

  25. Big Data in Smart Ecosystems

    Liggesmeyer, Peter; Heidrich, Jens; Dörr, Jörg

    Informatik Spektrum. Bd. 37. 2014 S. 105 - 111

  26. Model-based Quality Management of Software Development Project

    Rombach, Dieter; Münch, Jürgen; Heidrich, Jens

    Software Project Management in a Changing World. Berlin. 2014 S. 125 - 156

  27. Continuous Process Improvement

    Heidrich, Jens

    Essays in Honor of Dieter Rombach. Berlin. 2013 S. 111 - 129

  28. Messung und Bewertung von Software - Stand der Technik und Ausblick

    Wille, Cornelius; Dumke, Reiner R.; Ebert, Christof et al.

    Informatik-Spektrum : Organ der Gesellschaft für Informatik e.V. Bd. 36. H. 6. Berlin, Hamburg, New York: Springer 2013 S. 508 - 519

  29. Messung und Bewertung von Software: Stand der Technik und Ausblick

    Dumke, Reiner; Ebert, Christof; Heidrich, Jens et al.

    Informatik Spektrum. Bd. 36. 2013 S. 508 - 519

  30. Proceedings of the 14th International Conference on Product-Focused Software Process Improvement (PROFES)

    Heidrich, J.; Oivo, M.; Jedlitschka, A. et al.

    Berlin. 2013

  31. Software Effort Estimation and Risk Management

    Heidrich, Jens

    PRODUCT-FOCUSED SOFTWARE PROCESS IMPROVEMENT. Bd. 7983. 2013 S. 370 - 371

  32. Quality Improvement Through Visualization of Software and Systems

    Liggesmeyer, Peter; Barthel, Henning; Ebert, Achim et al.

    Quality Assurance and Management. London. 2012 S. 315 - 335

  33. Software Quality Modeling Experiences at an Oil Company

    Lampasona, Constanza

    PROCEEDINGS OF THE ACM-IEEE INTERNATIONAL SYMPOSIUM ON EMPIRICAL SOFTWARE ENGINEERING AND MEASUREMENT (ESEM'12). 2012 S. 243 - 246

  34. Software Quality Modeling Experiences at an Oil Company

    Lampoza, Constanza; Heidrich, Jens; Basili, Victor R. et al.

    Lund. 2012

  35. A Deployment Process for Strategic Measurement Systems

    Heidrich, Jens; Münch, Jürgen; Kowalczyk, Martin et al.

    Rome. 2011

  36. Aligning software projects with business objectives

    Trendowicz, Adam; Heidrich, Jens; Shintani, Katsutoshi

    Joint Conference of the Int'l Workshop on and International Conference on Software Process and Product Measurement Software Measurement. Nara: IEEE 2011

  37. GQM+Strategies: Messbasierte Ausrichtung von Software- und IT-Strategien an Geschäftszielen

    Heidrich, Jens; Münch, Jürgen; Trendowicz, Adam

    Software Quality Engineering. München. 2011 S. 229 - 235

  38. Messbasiertes Business-IT-Alignment in der Telekommunikationsindustrie

    Bleeke, Andreas; Peters, John; Heidrich, Jens et al.

    Information Management & Consulting. Bd. 4. 2011 S. 73

  39. 3MQM: A Maturity Model for Model-based Quality Management

    Heidrich, Jens; Trendowicz, Adam; Kläs, Michael

    Paderborn. 2010

  40. Goal-oriented customization of software cockpits

    Heidrich, Jens

    JOURNAL OF SOFTWARE MAINTENANCE AND EVOLUTION-RESEARCH AND PRACTICE. Bd. 22. H. 5. 2010 S. 381 - 405

  41. Goal-oriented customization of software cockpits

    Heidrich, Jens; Münch, Jürgen

    Journal of Software Maintenance and Evolution: Research and Practice. Bd. 22. H. 5. 2010 S. 381 - 405

  42. Linking Software Development and Business Strategy through Measurement

    Basili, Victor R.

    COMPUTER. Bd. 43. H. 4. 2010 S. 57 - 65

  43. Linking Software Development and Business Strategy Through Measurement

    Basili, Victor R.; Lindvall, Mikael; Regardie, Myrna et al.

    Computer. Bd. 43. H. 4. IEEE 2010 S. 57 - 65

  44. Phyllo Tree: Three-dimensional Visualization to Present Software Architecture and Interpret Complex Software Structures

    Barthel, H.; Heidrich, Jens; Münch, J.

    Art and Technique. Bd. II. Kaiserslautern. 2010 S. 20 - 25

  45. Comprehensive landscapes for software-related quality models

    Trendowicz, Adam; Heidrich, Jens

    Munich. 2009

  46. CQML Scheme: A Classification Scheme for Comprehensive Quality Model Landscapes

    Klaes, Michael

    2009 35TH EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS, PROCEEDINGS. 2009 S. 243 - 250

  47. Determining the impact of business strategies using principles from goal-oriented measurement

    Basili, Victor; Heidrich, Jens; Lindvall, Mikael et al.

    Wien. 2009

  48. Goal-oriented Quantitative Software Project Control

    Heidrich, Jens

    Stuttgart: IRB 2009

  49. Measurement-based Software Quality Evaluation

    Trendowicz, Adam; Kläs, Michael; Heidrich, Jens et al.

    Kaiserslautern. 2009

  50. Messbasierte Ausrichtung von Softwarestrategien an Geschäftszielen

    Heidrich, Jens; Münch, Jürgen; Trendowicz, Adam

    Information Management & Consulting. Bd. 1. 2009 S. 82 - 89

  51. QML scheme: A classification scheme for comprehensive quality model landscapes

    Kläs, Michael; Heidrich, Jens; Münch, Jürgen et al.

    Patras. 2009

  52. Vermessung der Prozesstreue im Qualitätsmanagement

    Porta, N.; Beil, T.; Frank, H. et al.

    Kaiserslautern. 2009

  53. Visualization of Software and Systems as Support Mechanism for Integrated Software Project Control

    Liggesmeyer, Peter; Heidrich, Jens; Muench, Juergen et al.

    HUMAN-COMPUTER INTERACTION, PT I. Bd. 5610. 2009 S. 846 - +

  54. Visualization of Software and Systems as Support Mechanism for Integrated Software Project Control

    Liggesmeyer, Peter; Heidrich, Jens; Münch, Jürgen et al.

    San Diego. 2009

  55. Challenges of Data-Driven Cost Estimation in an Industrial Environment

    Heidrich, Jens; Trendowicz, Adam; Münch, Jürgen et al.

    Software Quality Professional. Bd. 10. 2008 S. 15 - 26

  56. Empirical Results from Using Custom-Made Software Project Control Centers in Industrial Environments

    Ciolkowski, Marcus

    ESEM'08: PROCEEDINGS OF THE 2008 ACM-IEEE INTERNATIONAL SYMPOSIUM ON EMPIRICAL SOFTWARE ENGINEERING AND MEASUREMENT. 2008 S. 243 - +

  57. Empirical results from using custom-made software project control centers in industrial environments

    Ciolkowski, Marcus; Heidrich, Jens; Simon, Frank et al.

    Kaiserslautern. 2008

  58. Goal-oriented setup and usage of custom-tailored software Cockpits

    Heidrich, Jens

    PRODUCT-FOCUSED SOFTWARE PROCESS IMPROVEMENT, PROCEEDINGS. Bd. 5089. 2008 S. 4 - 18

  59. Goal-Oriented Setup and Usage of Custom-Tailored Software Cockpits

    Heidrich, Jens; Münch, Jürgen

    Monte Porzio Catone. 2008

  60. Implementing Software Project Control Centers: An Architectural View

    Heidrich, Jens

    SOFTWARE PROCESS AND PRODUCT MEASUREMENT. Bd. 5338. 2008 S. 302 - 315

  61. Implementing Software Project Control Centers: An Architectural View

    Heidrich, Jens; Münch, Jürgen

    Munich. 2008

  62. International workshop on measurement-based cockpits for distributed software and systems engineering projects (SOFTPIT 2008)

    Ciolkowski, Marcus

    PRODUCT-FOCUSED SOFTWARE PROCESS IMPROVEMENT, PROCEEDINGS. Bd. 5089. 2008 S. 442

  63. Practical guidelines for introducing software cockpits in industry

    Ciolkowski, Marcus; Heidrich, Jens; Münch, Jürgen

    Milan. 2008

  64. Zielgerichtete Kontrolle von Software-Entwicklungsprojekten

    Heidrich, Jens

    Dagstuhl. 2008

  65. 1st workshop on measurement-based cockpits for distributed software and systems engineering projects (SOFTPIT 2007)

    Ciolkowski, Marcus; Heidrich, Jens

    SECOND IEEE INTERNATIONAL CONFERENCE ON GLOBAL SOFTWARE ENGINEERING, PROCEEDINGS. 2007 S. 282 - +

  66. Bridging the Gap Between Business Strategy and Software Development

    Basili, Victor R.; Heidrich, Jens; Lindvall, Mikael et al.

    Montréal. 2007

  67. Cost-efficient customization of software cockpits by reusing configurable control components

    Heidrich, Jens; Münch, Jürgen

    Rome. 2007

  68. Evaluating open source software through prototyping

    Carbon, Ralf; Ciolkowski, Marcus; Heidrich, Jens et al.

    Handbook of research on open source software: technological, economic, and social perspectives. Hershey. 2007 S. 269 - 281

  69. Evaluating Software Project Control Centers in Industrial Environments

    Ciolkowski, Marcus; Heidrich, Jens; Münch, Jürgen et al.

    Madrid. 2007

  70. GQM+Strategies - Aligning Business Strategies with Software Measurement

    Basili, Victor; Heidrich, Jens; Lindvall, Mikael et al.

    Madrid. 2007

  71. GQM+Strategies: A comprehensive methodology for aligning business strategies with software measurement

    Basili, Victor; Heidrich, Jens; Lindvall, Mikael et al.

    Kaiserslautern: Fraunhofer 2007

  72. Lessons Learned and Results from Applying Data-Driven Cost Estimation to Industrial Data Sets

    Heidrich, Jens; Kawaguchi, Tamio

    Lisbon. 2007

  73. Development of a hybrid cost estimation model in an iterative manner

    Trendowicz, Adam; Heidrich, Jens; Münch, Jürgen et al.

    Shanghai. 2006

  74. Enhancing the CoBRA hybrid software cost modeling method for supporting process maturation

    Trendowicz, Adam; Heidrich, Jens; Münch, Jürgen

    Potsdam. 2006

  75. People-oriented capture, display, and use of process information

    Heidrich, Jens; Münch, Jürgen; Riddle, William et al.

    New trends in software process modeling. New Jersey. 2006 S. 121 - 179

  76. Usage Scenarios for Measurement-based Project Control

    Heidrich, Jens; Münch, Jürgen; Wickenkamp, Axel

    Rome. 2006

  77. Zielorientierte Nutzung von Projektleitständen

    Heidrich, Jens; Münch, Jürgen; Wickenkamp, Axel

    Dresden. 2006

  78. Erfahrungen mit der Messung der Wartbarkeit von Steuergeräte-Software

    Hamdan, Amen; Heidrich, Jens; Stauner, Thomas et al.

    Bonn. 2005

  79. Goal-oriented data visualization with software project control centers

    Heidrich, Jens; Münch, Jürgen

    Kaiserslautern. 2005

  80. Tool-based software project control

    Münch, Jürgen; Heidrich, Jens

    Handbook of software engineering & knowledge engineering. Singapore. 2005 S. 477 - 512

  81. Software project control centers: Concepts and approaches

    Münch, Jürgen; Heidrich, Jens

    Journal of Systems and Software. Bd. 70. 2004 S. 3 - 19

  82. A practical way to use clustering and context knowledge for software project planning

    Münch, Jürgen; Heidrich, Jens; Daskovska, Alexandra

    San Francisco. 2003

  83. Context-driven software project estimation

    Münch, Jürgen; Heidrich, Jens

    Rome. 2003

  84. Custom-made Visualization for Software Project Control

    Heidrich, Jens

    Kaiserslautern. 2003

  85. Effective Data Interpretation and Presentation in Software Projects

    Heidrich, Jens

    Kaiserslautern. 2003

  86. Process Modeling and Plan-based Execution

    Soto, M.; Heidrich, Jens

    Rome. 2003

  87. Tool-based Software Project Controlling

    Heidrich, Jens; Münch, Jürgen

    Kaiserslautern. 2003

  88. Using Measurement Data for Project Control

    Heidrich, Jens; Soto, M.

    Rome. 2003

  89. Das Open Source Praktikum

    Ciolkowski, Marcus; Heidrich, Jens; John, Isabel et al.

    Kaiserslautern. 2002

  90. Software Project Control Centers: Concepts and Approaches

    Münch, Jürgen; Heidrich, Jens

    Kaiserslautern. 2002

  91. Using cluster curves to control software development projects

    Heidrich, Jens; Münch, Jürgen

    Nara. 2002

  92. Entwicklung eines logischen Entwurfes für Prozessleitstände in der Software-Entwicklung

    Heidrich, Jens

    Kaiserslautern. 2001

  93. Conceptual Modeling of Software Development Processes

    Heidrich, Jens

    Kaiserslautern. 2000