@inproceedings{KraftNagl2003,
  author    = {Kraft, Bodo and Nagl, Manfred},
  title     = {Support of Conceptual Design in Civil Engineering by Graph-based Tools},
  year      = {2003},
  abstract  = {WS GTaD-2003 - The 1st Workshop on Graph Transformations and Design ed Grabska, E., Seite 6-7, Jagiellonian University Krakow. 2 pages},
  subject      = {CAD},
  language  = {de}
}
@inproceedings{KraftNagl2004,
  author    = {Kraft, Bodo and Nagl, Manfred},
  title     = {Parameterized specification of conceptual design tools in civil engineering},
  year      = {2004},
  abstract  = {Applications of Graph Transformations with Industrial Relevance Lecture Notes in Computer Science, 2004, Volume 3062/2004, 90-105, DOI: 10.1007/978-3-540-25959-6_7 In this paper we discuss how tools for conceptual design in civil engineering can be developed using graph transformation specifications. These tools consist of three parts: (a) for elaborating specific conceptual knowledge (knowledge engineer), (b) for working out conceptual design results (architect), and (c) automatic consistency analyses which guarantee that design results are consistent with the underlying specific conceptual knowledge. For the realization of such tools we use a machinery based on graph transformations. In a traditional PROGRES tool specification the conceptual knowledge for a class of buildings is hard-wired within the specification. This is not appropriate for the experimentation platform approach we present in this paper, as objects and relations for conceptual knowledge are due to many changes, implied by evaluation of their use and corresponding improvements. Therefore, we introduce a parametric specification method with the following characteristics: (1) The underlying specific knowledge for a class of buildings is not fixed. Instead, it is built up as a data base by using the knowledge tools. (2) The specification for the architect tools also does not incorporate specific conceptual knowledge. (3) An incremental checker guarantees whether a design result is consistent with the current state of the underlying conceptual knowledge (data base).},
  subject      = {CAD},
  language  = {de}
}
@inproceedings{KraftNagl2003,
  author    = {Kraft, Bodo and Nagl, Manfred},
  title     = {Semantic tool support for conceptual design},
  year      = {2003},
  abstract  = {ITCE-2003 - 4th Joint Symposium on Information Technology in Civil Engineering ed Flood, I., Seite 1-12, ASCE (CD-ROM), Nashville, USA In this paper we discussed graph based tools to support architects during the conceptual design phase. Conceptual Design is defined before constructive design; the used concepts are more abstract. We develop two graph based approaches, a topdown using the graph rewriting system PROGRES and a more industrially oriented approach, where we extend the CAD system ArchiCAD. In both approaches, knowledge can be defined by a knowledge engineer, in the top-down approach in the domain model graph, in the bottom-up approach in the in an XML file. The defined knowledge is used to incrementally check the sketch and to inform the architect about violations of the defined knowledge. Our goal is to discover design error as soon as possible and to support the architect to design buildings with consideration of conceptual knowledge.},
  subject      = {CAD},
  language  = {en}
}
@article{KraftNagl2007,
  author    = {Kraft, Bodo and Nagl, Manfred},
  title     = {Graphbasierte Werkzeuge zur Unterst{\"u}tzung des konzeptuellen Geb{\"a}udeentwurfs},
  series = {Vernetzt-kooperative Planungsprozesse im Konstruktiven Ingenieurbau : Grundlagen, Methoden, Anwendung und Perspektiven zur vernetzten Ingenieurkooperation / Uwe R{\"u}ppel (Hrsg.)},
  journal   = {Vernetzt-kooperative Planungsprozesse im Konstruktiven Ingenieurbau : Grundlagen, Methoden, Anwendung und Perspektiven zur vernetzten Ingenieurkooperation / Uwe R{\"u}ppel (Hrsg.)},
  publisher = {Springer},
  address   = {Berlin},
  isbn      = {978-3-540-68102-1},
  pages     = {155 -- 175},
  year      = {2007},
  language  = {de}
}
@article{KraftNobisrathSalumaaetal.2004,
  author    = {Kraft, Bodo and Nobisrath, Ulrich and Salumaa, Priit and Schultchen, Erhard},
  title     = {Fujaba based Tool Development for eHome Systems / Nobisrath, Ulrich ; Salumaa, Priit ; Schultchen, Erhard ; Kraft, Bodo},
  series = {Electronic Notes in Theoretical Computer Science. 127 (2004), H. 1},
  journal   = {Electronic Notes in Theoretical Computer Science. 127 (2004), H. 1},
  isbn      = {1571-0661},
  pages     = {89 -- 99},
  year      = {2004},
  language  = {en}
}
@inproceedings{KraftRetkowitz2005,
  author    = {Kraft, Bodo and Retkowitz, Daniel},
  title     = {Operationale Semantikdefinition f{\"u}r konzeptuelles Regelwissen},
  year      = {2005},
  abstract  = {In: Forum Bauinformatik 2005 : junge Wissenschaftler forschen / [Lehrstuhl Bauinformatik, Brandenburgische Technische Universit{\"a}t Cottbus. Frank Schley ... (Hrsg.)]. - Cottbus : Techn. Universit{\"a}t 2005. S. 1-10 ISBN 3-934934-11-0 Mittels eines operationalen Ansatzes zur Semantikdefinition wird am Bei-spiel des konzeptuellen Geb{\"a}udeentwurfs ein Regelsystem formalisiert. Dazu werdenzwei Teile, zum einen das Regelwissen, zum anderen ein konzeptueller Entwurfsplan zun{\"a}chst informell eingef{\"u}hrt und dann formal beschrieben. Darauf aufbauend wird die Grundlage f{\"u}r eine Konsistenzpr{\"u}fung des konzeptuellen Entwurfs gegen das Regel-wissen formal angeben},
  subject      = {CAD},
  language  = {de}
}
@inproceedings{KraftRetkowitz2006,
  author    = {Kraft, Bodo and Retkowitz, Daniel},
  title     = {Graph Transformations for Dynamic Knowledge Processing},
  year      = {2006},
  abstract  = {In: Proceedings of the 39th Annual Hawaii International Conference on System Sciences, 2006. HICSS '06 http://dx.doi.org/10.1109/HICSS.2006.200 The conceptual design phase at the beginning of the building construction process is not adequately supported by any CAD-tool. Conceptual design support needs regarding two aspects: first, the architect must be able to develop conceptual sketches that provide abstraction from constructive details. Second, conceptually relevant knowledge should be available to check these conceptual sketches. The paper deals with knowledge to formalize for conceptual design. To enable domain experts formalizing knowledge, a graph-based specification is presented that allows the development of a domain ontology and design rules specific for one class of buildings at runtime. The provided tool support illustrates the introduced concepts and demonstrates the consistency analysis between knowledge and conceptual design.},
  subject      = {CAD},
  language  = {de}
}
@inproceedings{KraftRetkowitz2006,
  author    = {Kraft, Bodo and Retkowitz, Daniel},
  title     = {Rule-Dependencies for Visual Knowledge Specification in Conceptual Design},
  year      = {2006},
  abstract  = {In: Proc. of the 11th Intl. Conf. on Computing in Civil and Building Engineering (ICCCBE-XI) ed. Hugues Rivard, Montreal, Canada, Seite 1-12, ACSE (CD-ROM), 2006 Currently, the conceptual design phase is not adequately supported by any CAD tool. Neither the support while elaborating conceptual sketches, nor the automatic proof of correctness with respect to effective restrictions is currently provided by any commercial tool. To enable domain experts to store the common as well as their personal domain knowledge, we develop a visual language for knowledge formalization. In this paper, a major extension to the already existing concepts is introduced. The possibility to define rule dependencies extends the expressiveness of the knowledge definition language and contributes to the usability of our approach.},
  subject      = {CAD},
  language  = {en}
}
@inproceedings{KraftSchneider2005,
  author    = {Kraft, Bodo and Schneider, Gerd},
  title     = {Semantic Roomobjects for Conceptual Design Support : A Knowledge-based Approach},
  isbn      = {978-1-4020-3460-2},
  year      = {2005},
  abstract  = {In: Computer Aided Architectural Design Futures 2005 2005, Part 4, 207-216, DOI: http://dx.doi.org/10.1007/1-4020-3698-1_19 The conceptual design at the beginning of the building construction process is essential for the success of a building project. Even if some CAD tools allow elaborating conceptual sketches, they rather focus on the shape of the building elements and not on their functionality. We introduce semantic roomobjects and roomlinks, by way of example to the CAD tool ArchiCAD. These extensions provide a basis for specifying the organisation and functionality of a building and free architects being forced to directly produce detailed constructive sketches. Furthermore, we introduce consistency analyses of the conceptual sketch, based on an ontology containing conceptual relevant knowledge, specific to one class of buildings.},
  subject      = {CAD},
  language  = {en}
}
@inproceedings{KraftWilhelms2004,
  author    = {Kraft, Bodo and Wilhelms, N.},
  title     = {Interactive distributed knowledge support for conceptual building design},
  isbn      = {3-86068-213-X},
  year      = {2004},
  abstract  = {In: Net-distributed Co-operation : Xth International Conference on Computing in Civil and Building Engineering, Weimar, June 02 - 04, 2004 ; proceedings / [ed. by Karl Beuke ...] . - Weimar: Bauhaus-Univ. Weimar 2004. - 1. Aufl. . Seite 1-14 ISBN 3-86068-213-X International Conference on Computing in Civil and Building Engineering <10, 2004, Weimar> Summary In our project, we develop new tools for the conceptual design phase. During conceptual design, the coarse functionality and organization of a building is more important than a detailed worked out construction. We identify two roles, first the knowledge engineer who is responsible for knowledge definition and maintenance; second the architect who elaborates the conceptual de-sign. The tool for the knowledge engineer is based on graph technology, it is specified using PROGRES and the UPGRADE framework. The tools for the architect are integrated to the in-dustrial CAD tool ArchiCAD. Consistency between knowledge and conceptual design is en-sured by the constraint checker, another extension to ArchiCAD.},
  subject      = {CAD},
  language  = {en}
}
@inproceedings{KraftWilhelms2005,
  author    = {Kraft, Bodo and Wilhelms, Nils},
  title     = {Visual Knowledge Specification for Conceptual Design},
  year      = {2005},
  abstract  = {Proc. of the 2005 ASCE Intl. Conf. on Computing in Civil Engineering (ICCC 2005) eds. L. Soibelman und F. Pena-Mora, Seite 1-14, ASCE (CD-ROM), Cancun, Mexico, 2005 Current CAD tools are not able to support the fundamental conceptual design phase, and none of them provides consistency analyses of sketches produced by architects. To give architects a greater support at the conceptual design phase, we develop a CAD tool for conceptual design and a knowledge specification tool allowing the definition of conceptually relevant knowledge. The knowledge is specific to one class of buildings and can be reused. Based on a dynamic knowledge model, different types of design rules formalize the knowledge in a graph-based realization. An expressive visual language provides a user-friendly, human readable representation. Finally, consistency analyses enable conceptual designs to be checked against this defined knowledge. In this paper we concentrate on the knowledge specification part of our project.},
  subject      = {CAD},
  language  = {en}
}
@inproceedings{KraftZoell2014,
  author    = {Kraft, Bodo and Z{\"o}ll, Axel},
  title     = {Von der Langstrecke zum Sprint - Agile Methoden in traditionellen Unternehmen},
  series = {Projektmanagement und Vorgehensmodelle 2014 : soziale Aspekte und Standardisierung},
  booktitle = {Projektmanagement und Vorgehensmodelle 2014 : soziale Aspekte und Standardisierung},
  editor    = {Engstler, Martin},
  publisher = {Gesellschaft f{\"u}r Informatik},
  address   = {Bonn},
  organization    = {FH Aachen, University of Applied Sciences},
  isbn      = {978-3-88579-630-5},
  pages     = {35 -- 46},
  year      = {2014},
  language  = {de}
}
@techreport{NaglKraft2004,
  author    = {Nagl, Manfred and Kraft, Bodo},
  title     = {Graphbasierte Werkzeuge zur Unterst{\"u}tzung des konzeptuellen Geb{\"a}ude-Entwurfs : Bericht {\"u}ber den 2. F{\"o}rderzeitraum des Schwerpunktprogramms : DFG-Schwerpunktprogramm 1103 : Vernetzt-kooperative Planungsprozesse im Konstruktiven Ingenieurbau. - Auch unter dem Titel: Neue Software-Werkzeuge zur Unterst{\"u}tzung des konzeptuellen Geb{\"a}udeentwurfs},
  year      = {2004},
  abstract  = {Der konstruktive Entwurf wird in derzeitigen CAD-Systemen gut unterst{\"u}tzt, nicht aber der konzeptuelle Geb{\"a}ude-Entwurf. Dieser abstrahiert von konstruktiven Elementen wie Linie, Wand oder Decke, um auf die Konzepte, d.h. die eigentlichen Funktionen, heraus zu arbeiten. Diese abstraktere, funktionale Sichtweise auf ein Geb{\"a}ude ist w{\"a}hrend der fr{\"u}hen Entwurfsphase essentiell, um Struktur und Organisation des gesamten Geb{\"a}udes zu erfassen. Bereits in dieser Phase muss Fachwissen (z. B. rechtliche, {\"o}konomische und technische Bestimmungen) ber{\"u}cksichtigt werden. Im Rahmen des vorliegenden Projekts werden Software-Werkzeuge integriert in industrielle CAD-Systeme entwickelt, die den konzeptuellen Geb{\"a}ude-Entwurf erm{\"o}glichen und diesen gegen Fachwissen pr{\"u}fen. Das Projekt ist in zwei Teile gegliedert. Im Top-Down-Ansatz werden Datenstrukturen und Methoden zur Strukturierung, Repr{\"a}sentation und Evaluation von geb{\"a}udespezifischem Fachwissen erarbeitet. Dieser Teil baut auf den graphbasierten Werkzeugen PROGRES und UPGRADE des Lehrstuhls auf. Der Bottom-Up-Ansatz ist industriell orientiert und hat zum Ziel, das kommerzielle CAD-System ArchiCAD zu erweitern. Hierbei soll der fr{\"u}he, konzeptuelle Geb{\"a}ude-Entwurf in einem CAD-System erm{\"o}glicht werden. Der Entwurf kann dar{\"u}ber hinaus gegen das definierte Fachwissen gepr{\"u}ft werden. Im Rahmen des graphbasierten Top-Down-Ansatzes wurde zun{\"a}chst eine neue Spezifikationsmethode f{\"u}r die Sprache PROGRES entwickelt. Das PROGRES-System erlaubt die Spezifikation von Werkzeugen in deklarativer Form. {\"U}blicherweise wird dom{\"a}nenspezifisches Fachwissen in der PROGRES-Spezifikation codiert, das daraus generierte visuelle Werkzeug stellt dann die entsprechende Funktionalit{\"a}t zur Verf{\"u}gung. Mit dieser Methode sind am Lehrstuhl f{\"u}r Informatik III Werkzeuge f{\"u}r verschie-dene Anwendungsdom{\"a}nen entstanden. In unserem Fall versetzen wir einen Dom{\"a}nen-Experten, z. B. einen erfahrenen Architekten, in die Lage, Fachwissen zur Laufzeit einzugeben, dieses zu evaluieren, abzu{\"a}ndern oder zu erg{\"a}nzen. Im Rahmen der bisherigen Arbeit wurde dazu eine parametrisierte PROGRES-Spezifikation und zwei darauf aufbauende Werkzeuge entwickelt, welche die dynamische Eingabe von geb{\"a}ude-technisch relevantem Fachwissen erlauben und einen graphbasierten, konzeptuellen Geb{\"a}ude-Entwurf erm{\"o}glichen. In diesem konzeptuellen Geb{\"a}ude-Entwurf wird von Raumgr{\"o}ßen und Positionen abstrahiert, um die funktionale Struktur eines Geb{\"a}udes zu beschreiben. Das Fachwissen kann von einem Architekten visuell definiert werden. Es k{\"o}nnen semantische Einheiten, im einfachsten Fall R{\"a}ume, nach verschiedenen Kriterien kategorisiert und klassifiziert werden. Mit Hilfe von Attributen und Relationen k{\"o}nnen die semantischen Einheiten pr{\"a}ziser beschrieben und in Beziehung zueinander gesetzt werden. Die in PROGRES spezifizierten Konsistenz-Analysen erlauben die Pr{\"u}fung eines graphbasierten konzeptuellen Geb{\"a}ude-Entwurfs gegen das dynamisch eingef{\"u}gte Fachwissen. Im zweiten Teil des Forschungsprojekts, dem Bottom-Up-Ansatz, wird das CAD-System ArchiCAD erweitert, um den integrierten konzeptuellen Geb{\"a}ude-Entwurf zu erm{\"o}glichen. Der Architekt erh{\"a}lt dazu neue Entwurfselemente, die Raumobjekte, welche die relevanten semantischen Einheiten w{\"a}hrend der fr{\"u}hen Entwurfsphase repr{\"a}sentieren. Mit Hilfe der Raumobjekte kann der Architekt in ArchiCAD den Grundriss und das Raumprogramm eines Geb{\"a}udes entwerfen, ohne von konstruktiven Details in seiner Kreativit{\"a}t eingeschr{\"a}nkt zu werden. Die Arbeitsweise mit Raumobjekten entspricht dem informellen konzeptuellen Entwurf auf einer Papierskizze und ist daher f{\"u}r den Architekten intuitiv und einfach zu verwenden. Durch die Integration in ArchiCAD ergibt sich eine weitere Unterst{\"u}tzung: Das im Top-Down-Ansatz spezifizierte Fach-wissen wird verwendet, um den konzeptuellen Geb{\"a}ude-Entwurf des Architekten auf Regelverletzungen zu {\"u}berpr{\"u}fen. Entwurfsfehler werden angezeigt. Zum Abschluss des konzeptuellen Geb{\"a}ude-Entwurfs mit Raumobjekten wird durch ein weiteres neu entwickeltes Werkzeug eine initiale Wandstruktur automatisch erzeugt, die als Grundlage f{\"u}r die folgenden konstruktiven Entwurfsphasen dient. Alle beschriebenen Erwei-terungen sind in ArchiCAD integriert, sie sind f{\"u}r den Architekten daher leicht zu erlernen und einfach zu bedienen.},
  subject      = {CAD},
  language  = {de}
}
@misc{NobisrathZuendorfGeorgeetal.2017,
  author    = {Nobisrath, Ulrich and Z{\"u}ndorf, Albert and George, Tobias and Ruben, Jubeh and Kraft, Bodo},
  title     = {Software Stories Guide},
  pages     = {21},
  year      = {2017},
  abstract  = {Software Stories are a simple graphical notation for requirements analysis and design in agile software projects. Software Stories are based on example scenarios. Example scenarios facilitate the communication between lay people or domain experts and software experts.},
  language  = {en}
}
@inproceedings{SchmidtsBoltesKraftetal.2017,
  author    = {Schmidts, Oliver and Boltes, Maik and Kraft, Bodo and Schreiber, Marc},
  title     = {Multi-pedestrian tracking by moving Bluetooth-LE beacons and stationary receivers},
  series = {2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 18-21 September 2017, Sapporo, Japan},
  booktitle = {2017 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 18-21 September 2017, Sapporo, Japan},
  pages     = {1 -- 4},
  year      = {2017},
  language  = {en}
}
@inproceedings{SchmidtsKraftSchreiberetal.2018,
  author    = {Schmidts, Oliver and Kraft, Bodo and Schreiber, Marc and Z{\"u}ndorf, Albert},
  title     = {Continuously evaluated research projects in collaborative decoupled environments},
  series = {2018 ACM/IEEE 5th International Workshop on Software Engineering Research and Industrial PracticePractice, May 29, 2018, Gothenburg, Sweden : SER\&IP' 18},
  booktitle = {2018 ACM/IEEE 5th International Workshop on Software Engineering Research and Industrial PracticePractice, May 29, 2018, Gothenburg, Sweden : SER\&IP' 18},
  publisher = {ACM},
  address   = {New York, NY},
  pages     = {1 -- 9},
  year      = {2018},
  abstract  = {Often, research results from collaboration projects are not transferred into productive environments even though approaches are proven to work in demonstration prototypes. These demonstration prototypes are usually too fragile and error-prone to be transferred easily into productive environments. A lot of additional work is required. Inspired by the idea of an incremental delivery process, we introduce an architecture pattern, which combines the approach of Metrics Driven Research Collaboration with microservices for the ease of integration. It enables keeping track of project goals over the course of the collaboration while every party may focus on their expert skills: researchers may focus on complex algorithms, practitioners may focus on their business goals. Through the simplified integration (intermediate) research results can be introduced into a productive environment which enables getting an early user feedback and allows for the early evaluation of different approaches. The practitioners' business model benefits throughout the full project duration.},
  language  = {en}
}
@inproceedings{SchmidtsKraftSiebigterothetal.2019,
  author    = {Schmidts, Oliver and Kraft, Bodo and Siebigteroth, Ines and Z{\"u}ndorf, Albert},
  title     = {Schema Matching with Frequent Changes on Semi-Structured Input Files: A Machine Learning Approach on Biological Product Data},
  series = {Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS},
  booktitle = {Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS},
  isbn      = {978-989-758-372-8},
  doi       = {10.5220/0007723602080215},
  pages     = {208 -- 215},
  year      = {2019},
  language  = {en}
}
@inproceedings{SchmidtsKraftWinkensetal.2020,
  author    = {Schmidts, Oliver and Kraft, Bodo and Winkens, Marvin and Z{\"u}ndorf, Albert},
  title     = {Catalog integration of low-quality product data by attribute label ranking},
  series = {Proceedings of the 9th International Conference on Data Science, Technology and Applications - Volume 1: DATA},
  booktitle = {Proceedings of the 9th International Conference on Data Science, Technology and Applications - Volume 1: DATA},
  isbn      = {978-989-758-440-4},
  doi       = {10.5220/0009831000900101},
  pages     = {90 -- 101},
  year      = {2020},
  language  = {en}
}
@inproceedings{SchmidtsKraftWinkensetal.2021,
  author    = {Schmidts, Oliver and Kraft, Bodo and Winkens, Marvin and Z{\"u}ndorf, Albert},
  title     = {Catalog integration of heterogeneous and volatile product data},
  series = {DATA 2020: Data Management Technologies and Applications},
  booktitle = {DATA 2020: Data Management Technologies and Applications},
  publisher = {Springer},
  address   = {Cham},
  isbn      = {978-3-030-83013-7},
  doi       = {10.1007/978-3-030-83014-4_7},
  pages     = {134 -- 153},
  year      = {2021},
  abstract  = {The integration of frequently changing, volatile product data from different manufacturers into a single catalog is a significant challenge for small and medium-sized e-commerce companies. They rely on timely integrating product data to present them aggregated in an online shop without knowing format specifications, concept understanding of manufacturers, and data quality. Furthermore, format, concepts, and data quality may change at any time. Consequently, integrating product catalogs into a single standardized catalog is often a laborious manual task. Current strategies to streamline or automate catalog integration use techniques based on machine learning, word vectorization, or semantic similarity. However, most approaches struggle with low-quality or real-world data. We propose Attribute Label Ranking (ALR) as a recommendation engine to simplify the integration process of previously unknown, proprietary tabular format into a standardized catalog for practitioners. We evaluate ALR by focusing on the impact of different neural network architectures, language features, and semantic similarity. Additionally, we consider metrics for industrial application and present the impact of ALR in production and its limitations.},
  language  = {en}
}
@inproceedings{SchreiberBarkschatKraft2014,
  author    = {Schreiber, Marc and Barkschat, Kai and Kraft, Bodo},
  title     = {Using Continuous Integration to organize and monitor the annotation process of domain specific corpora},
  series = {5th International Conference on Information and Communication Systems (ICICS) : 1-3 April 2014, Irbid, Jordanien},
  booktitle = {5th International Conference on Information and Communication Systems (ICICS) : 1-3 April 2014, Irbid, Jordanien},
  organization    = {International Conference on Information and Communication Systems <5, 2014, Irbid, Jordanien>},
  isbn      = {978-1-4799-3022-7},
  doi       = {10.1109/IACS.2014.6841958},
  pages     = {1 -- 6},
  year      = {2014},
  language  = {en}
}