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On the Transferability of Process-Oriented Cases
[chapter]
2016
Lecture Notes in Computer Science
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This paper studies the feasibility of using transfer learning for process-oriented case-based reasoning. ...
An experiment with expert ratings of transferred cases is conducted to test the feasibility of the approach with promising results for workflow modeling support. ...
In contrast, there is a research line on Case-based transfer learning that is mainly addressing "lazy learning". ...
doi:10.1007/978-3-319-47096-2_19
fatcat:42doeizhanablj42vhj3s4aadq
Ontology Learning Design toward Supporting Designer
2013
International Journal of Computer Applications
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In a Learning Design, describing the Learning Design in a consistent and transferable way is significant. However, there are several learning design representations that define Learning Design. ...
IMS-LD is a specification that facilitates representation of leaning design and modeling Learning Design interpretability. ...
This work presents LDO tool which support practitioners of IMS-LD ontology to share and search for learning resources, based around the pedagogical context for the use of each resource. ...
doi:10.5120/12877-9957
fatcat:6f5raxu6qndbvm5c2qjf2x37vq
Cross-domain graph based similarity measurement of workflows
2018
Journal of Big Data
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For example, except transfer learning used in the present paper some promising learning methods in recent studies, such as representation learning, deep learning, distributed and parallel learning, active ...
For modeling, our classifier is based on the following formulation, Given D Src for source domain and D Tgt for target domain we learn f as classifier function where and are transfer learning parameters ...
The idea was to workflow motif extraction between large amount of structured and unstructured data (Big Data). We use MZ experience to improve our work. ...
doi:10.1186/s40537-018-0127-6
fatcat:hv3twitaund25kdjmd5ipwyk7i
NFDI-MatWerk: Participant Projects & Infrastructure Use Cases
2021
Zenodo
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for NFDI-MatWerk. ...
For this end, the consortium identified recurring technological user needs from the PPs and isolated them into individually necessary functionalities of the aimed research data management infrastructure ...
IUC11 Development of coupled ontologies and workflows for
Main requirements: Ontology for representation of heat treatment courses and transformation in structural materials Workflow management systems ...
doi:10.5281/zenodo.5112848
fatcat:ci7grh3xz5bkbkr4xmjfqmvyxe
An Ontology-Based Dialogue Management Framework for Virtual Personal Assistants in Common Lisp
2022
Zenodo
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The DSL is a new modeling layer on top of our ontology-based Dialogue Management (DM) framework OntoVPA. ...
We present a new approach to dialogue specification for Virtual Personal Assistants (VPAs) based on so-called dialogue workflow graphs.Our approach relies on Semantic Web technology (OWL), implemented ...
The development of OntoVPA and ChatPal was supported and funded by SRI. ...
doi:10.5281/zenodo.6335630
fatcat:na4gkqcfgbgxfimkdcfvsckkja
Self-Adaptive Semantic Focused Crawler for Mining Services Information Discovery
2014
IEEE Transactions on Industrial Informatics
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The innovations of this research lie in the design of an unsupervised framework for vocabulary-based ontology learning, and a hybrid algorithm for matching semantically relevant concepts and metadata. ...
This framework incorporates the technologies of semantic focused crawling and ontology learning, in order to maintain the performance of this crawler, regardless of the variety in the Web environment. ...
Mining Service Ontology Base and Mining Service Metadata Base The Mining Service Ontology Base is used to store a mining service ontology, which is the representation of specific mining service domain ...
doi:10.1109/tii.2012.2234472
fatcat:hotreldsujernfadxiuoka2rq4
Combining ontologies and workflows to design formal protocols for biological laboratories
2010
Automated Experimentation
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This study aims to combine ontologies and workflows for protocol formalization. ...
The experimental protocols represented as workflows are saved in two linked files using two standard interchange languages (i.e. XPDL for workflows and OWL for ontologies). ...
Georgine Faulkner for carefully reading the manuscript and helping us to improve its style and form. Funding: AM has a PhD fellowship from the University of Bologna.
Author Details ...
doi:10.1186/1759-4499-2-3
pmid:20416048
pmcid:PMC2873243
fatcat:vk727rg3nfgdvpm7ldwwb7fhui
Towards FAIR protocols and workflows: The OpenPREDICT case study
[article]
2019
arXiv
pre-print
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It is essential for the advancement of science that scientists and researchers share, reuse and reproduce workflows and protocols used by others. ...
This semantic model consists of classes and relations from a number of existing ontologies, including Workflow4ever, PROV, EDAM, and BPMN. ...
. our ontology incorporates the MLS ontology for the representation of machine learning workflow specificities, such as the model trained and its evaluation measures. ...
arXiv:1911.09531v1
fatcat:73agzpgoinaxbl6bjnrqmkalmm
Architecture based Comparison of Semantic Web Service Composition Processes
2014
International Journal of Computer Applications
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This paper aims to make development process easier by classifying the literature on web services composition based approaches like selection, discovery, orchestration, choreography, mediation, automatic ...
In this section we will focus on several approaches like workflow based, AI Planning approach, Orchestration, Choreography, Mediation, Ontology based, Agent based, Discovery, Selection for semantic web ...
Relationship among classes and objects is used for semantic composition of services in ontology domain. Stack of ontology based model [7] uses ODE reasoning. ...
doi:10.5120/17154-7205
fatcat:fuej2lh6k5cftgcp2m3kkpgdua
Using Meta-mining to Support Data Mining Workflow Planning and Optimization
2014
The Journal of Artificial Intelligence Research
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We learn the meta-mining models using a similarity learning approach, and extract the workflow descriptors by mining the workflows for generalized relational patterns accounting also for domain knowledge ...
provided by a data mining ontology. ...
We would like to thank Jun Wang for his important contribution in developing the metric learning part of the paper. ...
doi:10.1613/jair.4377
fatcat:epulqdsjorgzvewstyhcxarjym
Organizing genome engineering for the gigabase scale
[article]
2019
arXiv
pre-print
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However, major challenges remain for integrating these and other relevant technologies into workflows that can scale to the engineering of gigabase genomes. ...
Engineering the entire genome of an organism enables large-scale changes in organization, function, and external interactions, with significant implications for industry, medicine, and the environment. ...
of the Sequence Ontology [44] for coherent sequence annotations. ...
arXiv:1909.01468v1
fatcat:tze7mtdi4bhqloq35gfy7wjivm
Research in multi-organizational processes and semantic information brokering at the LSDIS lab
2001
SIGMOD record
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management regardless of source, format, media, representation and modeling of content. ...
A Workflow Management System (WFMS) is a set of tools providing support for the necessary services of workflow process creation, workflow enactment, and administration and monitoring of workflow processes ...
doi:10.1145/604264.604286
fatcat:a5u535dzdrfw5kol5hr7eyakfq
On the use of an IMS LD ontology for creating and executing Units of Learning: Application to the Astronomy case study
2008
Journal of Interactive Media in Education
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With regard to the authoring (creation) stage, the ontology has been used to enable the automatic validation of IMS LD documents in WebLD, a web authoring tool to create IMS LD Units of Learning. ...
The ontology was aimed at overcoming the expressiveness limitations of the IMS LD XML Schema by means of a taxonomy of concepts and a set of formally defined axioms. ...
of Units of Learning based on our IMS LD ontology. ...
doi:10.5334/2008-21
fatcat:cd3gngnwzbbzhan4pel2hkaf3m
Toward a standard ontology of surgical process models
2018
International Journal of Computer Assisted Radiology and Surgery
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To address this challenge, the authors of this paper launched a European initiative -OntoSPM Collaborative Action -with the goal of establishing a framework for joint development of ontologies in the field ...
Abstract Purpose The development of common ontologies has recently been identified as one of the key challenges in the emerging field of surgical data science (SDS). ...
Agency in the "Investing for the Future" program under reference ANR-10-LABX- ...
doi:10.1007/s11548-018-1824-5
pmid:30006820
fatcat:3diouxdcuzhktckbg5aenfo64m
Employing Process Models for Surgical Training
2020
2020 IEEE 18th World Symposium on Applied Machine Intelligence and Informatics (SAMI)
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SPMs provide the basis for machine learning algorithms to frame the surgical procedure and anchor themselves into the workflow. ...
Process recording is an essential tool to create an accurate representation of the SPM. ...
This is an increasingly important area in surgical robotics, as the lack of standardization delays technology transfer [19] . Fig. 1 : 1 Base model of the workflow ontology. ...
doi:10.1109/sami48414.2020.9108732
fatcat:ymycrqjyabgmpmi2vuqyynz4be
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