{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T07:39:33Z","timestamp":1765438773894,"version":"3.38.0"},"reference-count":21,"publisher":"China Science Publishing & Media Ltd.","issue":"2","license":[{"start":{"date-parts":[[2022,3,7]],"date-time":"2022-03-07T00:00:00Z","timestamp":1646611200000},"content-version":"vor","delay-in-days":65,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["direct.mit.edu"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,4,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>The investigation proposes the application of an ontological semantic approach to describing workflow control patterns, research workflow step patterns, and the meaning of the workflows in terms of domain knowledge. The approach can provide wide opportunities for semantic refinement, reuse, and composition of workflows. Automatic reasoning allows verifying those compositions and implementations and provides machine-actionable workflow manipulation and problem-solving using workflows. The described approach can take into account the implementation of workflows in different workflow management systems, the organization of workflows collections in data infrastructures and the search for them, the semantic approach to the selection of workflows and resources in the research domain, the creation of research step patterns and their implementation reusing fragments of existing workflows, the possibility of automation of problemsolving based on the reuse of workflows. The application of the approach to CWFR conceptions is proposed.<\/jats:p>","DOI":"10.1162\/dint_a_00142","type":"journal-article","created":{"date-parts":[[2022,3,7]],"date-time":"2022-03-07T18:07:21Z","timestamp":1646676441000},"page":"439-454","update-policy":"https:\/\/doi.org\/10.1162\/mitpressjournals.corrections.policy","source":"Crossref","is-referenced-by-count":4,"title":["A Semantic Approach to Workflow Management and Reuse for Research Problem Solving"],"prefix":"10.3724","volume":"4","author":[{"given":"Nikolay A.","family":"Skvortsov","sequence":"first","affiliation":[{"name":"Federal Research Center \u201cComputer Science and Control\u201d of the Russian Academy of Sciences, Moscow 119333, Russia"}]},{"given":"Sergey A.","family":"Stupnikov","sequence":"additional","affiliation":[{"name":"Federal Research Center \u201cComputer Science and Control\u201d of the Russian Academy of Sciences, Moscow 119333, Russia"}]}],"member":"2026","published-online":{"date-parts":[[2022,4,1]]},"reference":[{"key":"2022042714423470900_ref1","doi-asserted-by":"crossref","DOI":"10.1038\/sdata.2016.18","article-title":"The FAIR guiding principles for scientific data management and stewardship","volume":"3","author":"Wilkinson","year":"2016","journal-title":"Scientific Data"},{"volume-title":"Canonical workflow frameworks for research (CWFR)","author":"Hardisty","key":"2022042714423470900_ref2"},{"volume-title":"OCF","year":"2020","author":"CWFR","key":"2022042714423470900_ref3"},{"issue":"1","key":"2022042714423470900_ref4","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1162\/dint_a_00004","article-title":"From persistent identifiers to digital objects to make data science more efficient","volume":"1","author":"Wittenburg","year":"2019","journal-title":"Data Intelligence"},{"volume-title":"The building and application of a semantic platform for an e-research society","year":"2011","author":"Newman","key":"2022042714423470900_ref5"},{"key":"2022042714423470900_ref6","first-page":"1","volume-title":"Workflow-centric research objects: A first class citizen in the scholarly discourse","author":"Belhajjame","year":"2012"},{"issue":"4","key":"2022042714423470900_ref7","first-page":"4","article-title":"Metadata model for semantic search for rule-based workflow implementations","volume":"24","author":"Skvortsov","year":"2014","journal-title":"Systems and Means of Informatics"},{"volume-title":"PROV-O: The PROV ontology","author":"Belhajjame","key":"2022042714423470900_ref8"},{"key":"2022042714423470900_ref9","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/8085.001.0001","volume-title":"Workflow patterns: The definitive guide","author":"Russell","year":"2016"},{"key":"2022042714423470900_ref10","first-page":"91","volume-title":"A semantic approach to reachability matrix computation","author":"Cilia","year":"2015"},{"key":"2022042714423470900_ref11","first-page":"3","volume-title":"Managing data-intensive research problem-solving lifecycle","author":"Skvortsov","year":"2021"},{"key":"2022042714423470900_ref12","first-page":"191","volume-title":"Conceptual model reuse for problem solving in subject domains","author":"Skvortsov","year":"2021"},{"key":"2022042714423470900_ref13","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1007\/978-3-319-96553-6_8","article-title":"Matching and verification of multiple stellar systems in the identification list of binaries.","volume-title":"Data Analytics and Management in Data Intensive Domains, (DAMDID\/RCDL 2017)","author":"Skvortsov","year":"2018"},{"volume-title":"RO-crate metadata specification","author":"Sefton","key":"2022042714423470900_ref14"},{"volume-title":"Apache UIMA Java SDK 3.2.0 user-level API documentation. 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