Linking data, services and human know-how

Paolo Pareti; Ewan  Klein; Adam David Barker

doi:10.1007/978-3-319-34129-3_31

Linking data, services and human know-how

Paolo Pareti, Ewan Klein, Adam David Barker

School of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

An increasing number of everyday tasks involve a mixture of human actions and machine computation. This paper presents the first framework that allows non-programmer users to create and execute workflows where each task can be completed by a human or a machine. In this framework, humans and machines interact through a shared knowledge base which is both human and machine understandable. This knowledge base is based on the PROHOW Linked Data vocabulary that can represent human instructions and link them to machine functionalities. Our hypothesis is that non-programmer users can describe how to achievecertain tasks at a level of abstraction which is both human and machine understandable. This paper presents the PROHOW vocabulary and describes its usage within the proposed framework. We substantiate our claim with a concrete implementation of our framework and by experimental evidence.

Original language	English
Title of host publication	The Semantic Web. Latest Advances and New Domains
Subtitle of host publication	13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Proceedings
Editors	Harald Sack, Eva Blomqvist, Mathieu d'Aquin, Simone Paolo Ponzetto, Christoph Lange
Publisher	Springer
Pages	505-520
ISBN (Print)	9783319341286, 9783319341293
DOIs	https://doi.org/10.1007/978-3-319-34129-3_31
Publication status	Published - 2016
Event	13th ESWC 2016 - Heraklion, Crete, Greece Duration: 29 May 2016 → 2 Jun 2016 http://2016.eswc-conferences.org/

Publication series

Name	Lecture Notes in Computer Science
Volume	9678

Conference

Conference	13th ESWC 2016
Country/Territory	Greece
City	Heraklion, Crete
Period	29/05/16 → 2/06/16
Internet address	http://2016.eswc-conferences.org/

Access to Document

10.1007/978-3-319-34129-3_31

eswc_2016
© 2016, Springer International Publishing Switzerland. This work is made available online in accordance with the publisher’s policies. This is the author created, accepted version manuscript following peer review and may differ slightly from the final published version. The final published version of this work is available at link.springer.com / https://dx.doi.org/10.1007/978-3-319-34129-3_31
Accepted author manuscript, 341 KB

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Pareti, P., Klein, E., & Barker, A. D. (2016). Linking data, services and human know-how. In H. Sack, E. Blomqvist, M. d'Aquin, S. P. Ponzetto, & C. Lange (Eds.), The Semantic Web. Latest Advances and New Domains: 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Proceedings (pp. 505-520). (Lecture Notes in Computer Science; Vol. 9678). Springer. https://doi.org/10.1007/978-3-319-34129-3_31

Pareti, Paolo ; Klein, Ewan ; Barker, Adam David. / Linking data, services and human know-how. The Semantic Web. Latest Advances and New Domains: 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Proceedings. editor / Harald Sack ; Eva Blomqvist ; Mathieu d'Aquin ; Simone Paolo Ponzetto ; Christoph Lange. Springer, 2016. pp. 505-520 (Lecture Notes in Computer Science).

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title = "Linking data, services and human know-how",

abstract = "An increasing number of everyday tasks involve a mixture of human actions and machine computation. This paper presents the first framework that allows non-programmer users to create and execute workflows where each task can be completed by a human or a machine. In this framework, humans and machines interact through a shared knowledge base which is both human and machine understandable. This knowledge base is based on the PROHOW Linked Data vocabulary that can represent human instructions and link them to machine functionalities. Our hypothesis is that non-programmer users can describe how to achievecertain tasks at a level of abstraction which is both human and machine understandable. This paper presents the PROHOW vocabulary and describes its usage within the proposed framework. We substantiate our claim with a concrete implementation of our framework and by experimental evidence.",

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Pareti, P, Klein, E & Barker, AD 2016, Linking data, services and human know-how. in H Sack, E Blomqvist, M d'Aquin, SP Ponzetto & C Lange (eds), The Semantic Web. Latest Advances and New Domains: 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Proceedings. Lecture Notes in Computer Science, vol. 9678, Springer, pp. 505-520, 13th ESWC 2016, Heraklion, Crete, Greece, 29/05/16. https://doi.org/10.1007/978-3-319-34129-3_31

Linking data, services and human know-how. / Pareti, Paolo; Klein, Ewan ; Barker, Adam David.
The Semantic Web. Latest Advances and New Domains: 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Proceedings. ed. / Harald Sack; Eva Blomqvist; Mathieu d'Aquin; Simone Paolo Ponzetto; Christoph Lange. Springer, 2016. p. 505-520 (Lecture Notes in Computer Science; Vol. 9678).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - An increasing number of everyday tasks involve a mixture of human actions and machine computation. This paper presents the first framework that allows non-programmer users to create and execute workflows where each task can be completed by a human or a machine. In this framework, humans and machines interact through a shared knowledge base which is both human and machine understandable. This knowledge base is based on the PROHOW Linked Data vocabulary that can represent human instructions and link them to machine functionalities. Our hypothesis is that non-programmer users can describe how to achievecertain tasks at a level of abstraction which is both human and machine understandable. This paper presents the PROHOW vocabulary and describes its usage within the proposed framework. We substantiate our claim with a concrete implementation of our framework and by experimental evidence.

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Pareti P, Klein E, Barker AD. Linking data, services and human know-how. In Sack H, Blomqvist E, d'Aquin M, Ponzetto SP, Lange C, editors, The Semantic Web. Latest Advances and New Domains: 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Proceedings. Springer. 2016. p. 505-520. (Lecture Notes in Computer Science). Epub 2016 May 14. doi: 10.1007/978-3-319-34129-3_31

Linking data, services and human know-how

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