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Demonstrating the myCBR Rest API

Kerstin Bach, Bjørn Magnus Mathisen, Amar Jaiswal
2019 International Conference on Case-Based Reasoning  
Case-based reasoning (CBR) tools are important to reduce the effort of developing CBR systems. myCBR has been a tool for researchers and practitioners over the last ten years providing CBR system building  ...  It includes the myCBR-SDK functionality to enable researchers the fast development and experimentation of CBR applications from not only Java, but from the programming language of the developers choice  ...  selfBACK research project, which has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 689043 and the Exposed Aquaculture centre for research-based  ... 
dblp:conf/iccbr/BachMJ19 fatcat:py4y6z324ndtrbg3gymnxvgz4m

Knowledge Modeling with the Open Source Tool myCBR

Kerstin Bach, Christian Severin Sauer, Klaus-Dieter Althoff, Thomas Roth-Berghofer
2014 European Conference on Artificial Intelligence  
Building knowledge intensive Case-Based Reasoning applications requires tools that support this on-going process between domain experts and knowledge engineers.  ...  We underline our presentation with three case studies of knowledge modelling for technical diagnosis and recommendation systems using myCBR 3.  ...  COLIBRI is another platform for developing Case-Based Reasoning (CBR) CBR software.  ... 
dblp:conf/ecai/BachSAR14 fatcat:jvowqhtoczd4ren4zvw4t5ervy

Rapid Prototyping of CBR Applications

Armin Stahl, Thomas Roth-Berghofer
2009 Künstliche Intelligenz  
In this paper a novel, freely available tool for rapid prototyping of Case-based Reasoning (CBR) applications is presented.  ...  to rapidly create their first CBR applications.  ...  One of the most popular and widely used systems is certainly the Java-based Open Source ontology editor Protégé 3 with its easily extendable plug-and-play environment.  ... 
dblp:journals/ki/StahlR09 fatcat:cscjquhbufccjeza7yltbsbbzy

Knowledge Modelling and Maintenance in myCBR3

Alexander Hundt, Pascal Reuss, Christian Severin Sauer, Thomas Roth-Berghofer
2014 Lernen, Wissen, Daten, Analysen  
Building and running knowledge intensive Case-Based Reasoning applications requires fundamental design decisions during the system design phase with regard to the knowledge maintenance within the system  ...  In this paper we will detail on the design decisions available in the myCBR 3 CBR system design software as well as research in the available and future knowledge maintenance approaches within myCBR 3  ...  Using the myCBR 3 SDK allows for an easy integration of the knowledge model into a java-based application. The follwing code example shows a simple retrieval on a myCBR case base.  ... 
dblp:conf/lwa/HundtRSR14 fatcat:fcaecrjaljad3orumglqihpck4

Retrieving Relevant Experiences

Armin Stahl
2007 Künstliche Intelligenz  
One approach for supporting this process with AI methods is the application of similarity-based retrieval techniques developed in the area of Case-Based Reasoning.  ...  We describe the basic idea of this approach and present a novel open source tool which simplifies the development of knowledge-based retrieval functionality in experience management applications.  ...  This approach is based on similarity-based retrieval techniques developed in the area of Case-Based Reasoning (CBR).  ... 
dblp:journals/ki/Stahl07 fatcat:ngtcu2ky7nhfxjmwg5wpaqxsem

Methodology for Building CBR Applications [chapter]

Ralph Bergmann, Klaus-Dieter Althoff
1998 Lecture Notes in Computer Science  
Cognition based model of CBR technique is considered as significant approach in developing decision support tools.  ...  CBR approach allows clinicians to solve problems using past experiences related to current situation.  ...  It presents the basic development objective of myCBR application tool is to develop case procedures which reuse the previous design and based reasoning applications. myCBR provides user implementations  ... 
doi:10.1007/3-540-69351-3_12 fatcat:eesctqry6bcrvlj3gkqekmntku

Similarity Measure Development for Case-Based Reasoning- A Data-driven Approach [article]

Deepika Verma, Kerstin Bach, Paul Jarle Mork
2019 arXiv   pre-print
We use an open source dataset for demonstrating modelling and development of the similarity measures and will present a case-based reasoning (CBR) system that can be used to search for the most relevant  ...  similar cases.  ...  In this section, we first describe how we populate the case base and generate cases in the developed case representation.  ... 
arXiv:1905.08581v1 fatcat:c6nst2qjnbemhprievqpswoeza

Extracting knowledge from web communities and linked data for case-based reasoning systems

Christian Severin Sauer, Thomas Roth-Berghofer
2013 Expert systems  
We integrated the KEWo into the open-source case-based reasoning tool myCBR Workbench.  ...  Making experiences and data available as knowledge to be used in case-based reasoning (CBR) systems is a current research effort.  ...  Acknowledgement This work was supported by the Research Excellence Framework (REF) of the UK (Explanation-aware myCBR development). We would thank our colleague Ray Gumme for his valuable feedback.  ... 
doi:10.1111/exsy.12034 fatcat:lwcg5y742vhunnzpjwfdstwldq

Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR [chapter]

Thomas Roth-Berghofer, Benjamin Adrian, Andreas Dengel
2010 Lecture Notes in Computer Science  
myCBR is a freely available tool for rapid prototyping of similarity-based retrieval applications such as case-based product recommender systems.  ...  In this paper we show how to use SCOO-BIE for generating cases from texts. More concrete we use ontologies of the Web of Data, published as so called Linked Data interlinked with myCBR's case model.  ...  Introduction Structural Case-Based Reasoning relies on cases described by attributes and corresponding values.  ... 
doi:10.1007/978-3-642-14274-1_33 fatcat:2escjgb55ndevfg3ly336v26yy

Using Case-Based Reasoning to Detect Risk Scenarios of Elderly People Living Alone at Home [chapter]

Eduardo Lupiani, Jose M. Juarez, Jose Palma, Christian Serverin Sauer, Thomas Roth-Berghofer
2014 Lecture Notes in Computer Science  
The approach is based on cases composed of event sequences. Each event sequence represents the different locations visited by the resident during his/her daily activities.  ...  Using this approach, the system can decide whether the current sequence represent an unsafe scenario or not. It does so by comparing the current sequence with previously stored sequences.  ...  Next to the myCBR Workbench myCBR offers a Software Development Kit (SDK) which allows for the integration of the developed CBR systems into other applications.  ... 
doi:10.1007/978-3-319-11209-1_20 fatcat:2c5sfqxrbjdivammq3t7jfsati

Prototype Application to Detect Malicious Network Traffic with Case-based Reasoning and SEASALT

Jakob Michael Schoenborn, Klaus-Dieter Althoff
2021 International Conference on Case-Based Reasoning  
We accompany this development by offering a case-based reasoning prototype to detect similar attacks based on previous cases.  ...  Every agent uses the myCBR 4 3.0 SDK which is an open-source similarity-based retrieval tool. Experiment and Results We distinguish between a normal and a malicious casebase.  ... 
dblp:conf/iccbr/SchoenbornA21 fatcat:numxs6327ndehfw7igycpob6pm

Explainable Ontology-Based Intelligent Decision Support System for Business Model Design and Sustainability

Basma Hamrouni, Abdelhabib Bourouis, Ahmed Korichi, Mohsen Brahmi
2021 Sustainability  
Case-Based Reasoning (CBR) is a problem-solving paradigm that uses knowledge of relevant past experiences (cases) to interpret or solve new problems.  ...  An improvement of this paradigm is ontology-based CBR, an approach that combines, in the form of formal ontologies, case-specific knowledge with domain one in order to improve the effectiveness and explanation  ...  Ease-of-use is of high priority for the development of myCBR applications integrating explanations into the user interface.  ... 
doi:10.3390/su13179819 fatcat:c5dgi4opzbfitlnyfsc6o4hl2y

Integration of Linked Open Data in Case-Based Reasoning Systems

Christian Severin Sauer, Kerstin Bach, Klaus-Dieter Althoff
2010 Lernen, Wissen, Daten, Analysen  
This paper discusses the opportunities of integrating Linked Open Data (LOD) resources into Case-Based Reasoning (CBR) systems.  ...  Upon the application domain travel medicine, we will exemplify how LOD can be used to fill three out of four knowledge containers a CBR system is based on.  ...  thus can be applied in myCBR-based applications.  ... 
dblp:conf/lwa/SauerBA10 fatcat:pwlri22y5bedxb3kqmw2iwxwna

Tuuurbine: A Generic CBR Engine over RDFS [chapter]

Emmanuelle Gaillard, Laura Infante-Blanco, Jean Lieber, Emmanuel Nauer
2014 Lecture Notes in Computer Science  
This paper presents Tuuurbine, a case-based reasoning (CBR) system for the Semantic Web.  ...  Tuuurbine is built as a generic CBR system able to reason on knowledge stored in RDF format; it uses Semantic Web technologies like RDF/RDFS, RDF stores, SPARQL, and optionally Semantic Wikis.  ...  Introduction of the running example Let us consider an application of CBR where a case is a recipe (and a case base represents a recipe book).  ... 
doi:10.1007/978-3-319-11209-1_11 fatcat:cvpy363mtnc25c7vutncbwm6uy

Recommending Audio Mixing Workflows [chapter]

Christian Sauer, Thomas Roth-Berghofer, Nino Auricchio, Sam Proctor
2013 Lecture Notes in Computer Science  
We decided to employ structured case-based reasoning using the myCBR 3 to capture the vagueness encountered in the audio domain.  ...  We demonstrate the use of the Audio Advisor software prototype and provide a first evaluation of the performance and quality of recommendations of Audio Advisor.  ...  We then review our resulting initial knowledge model that we modelled using myCBR 3 and which is currently used as the reasoning component of the Audio Advisor.  ... 
doi:10.1007/978-3-642-39056-2_22 fatcat:g6pexbpbbnbcvd46xxdm5avpai
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