NLP Tools for Knowledge Extraction from Italian Archaeological Free Text

Achille Felicetti; Daniel Williams; Ilenia Galluccio; Douglas Tudhope; Franco Niccolucci

doi:10.1109/DigitalHeritage.2018.8810001

NLP Tools for Knowledge Extraction from Italian Archaeological Free Text

Achille Felicetti, Daniel Williams, Ilenia Galluccio, Douglas Tudhope, Franco Niccolucci

Faculty of Computing, Engineering and Science

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

140 Downloads (Pure)

Abstract

This paper deals with the development of advanced tools and technologies for creating relevant information and suitable metadata out of textual documentation produced by Italian archaeological research. A set of Natural Language Processing tools were developed to recognize and annotate various archaeological entities in Italian language textual reports. The CIDOC CRM is the ontology chosen for encoding resulting output, allowing for a maximum degree of standardisation of the produced metadata to guarantee interoperability with archaeological information already existing in other semantically enabled digital archives. The work took place as part of the development for the TEXTCROWD platform for the European Open Science Cloud for Research Pilot Project.

Original language	English
Title of host publication	2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018)
Editors	Alonzo C. Addison, Harold Thwaites
Publisher	Institute of Electrical and Electronics Engineers
Number of pages	8
ISBN (Electronic)	978-1-7281-0292-4 , 978-1-7281-0293-1
DOIs	https://doi.org/10.1109/DigitalHeritage.2018.8810001
Publication status	Published - 11 Dec 2018
Event	Digital Heritage 2018 - 3rd International Congress & Expo: New Realities: Authenticity & Automation in the Digital Age - San Francisco , United States Duration: 26 Oct 2018 → 30 Oct 2018

Conference

Conference	Digital Heritage 2018 - 3rd International Congress & Expo
Abbreviated title	DH2018
Country/Territory	United States
City	San Francisco
Period	26/10/18 → 30/10/18

Keywords

NLP
NER
Italian language archaeology
textual documents
Grey Literature
Metadata integration
Standards
CIDOC CRM

Access to Document

10.1109/DigitalHeritage.2018.8810001Licence: CC BY-NC-ND

DH2018_TEXTCROWD_Submission_Final2Accepted author manuscript, 675 KB

Cite this

Felicetti, A., Williams, D., Galluccio, I., Tudhope, D., & Niccolucci, F. (2018). NLP Tools for Knowledge Extraction from Italian Archaeological Free Text. In A. C. Addison, & H. Thwaites (Eds.), 2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018) Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/DigitalHeritage.2018.8810001

Felicetti, Achille ; Williams, Daniel ; Galluccio, Ilenia et al. / NLP Tools for Knowledge Extraction from Italian Archaeological Free Text. 2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018) . editor / Alonzo C. Addison ; Harold Thwaites. Institute of Electrical and Electronics Engineers, 2018.

@inproceedings{274067760cf14b61a29e4d3b2c97b9ec,

title = "NLP Tools for Knowledge Extraction from Italian Archaeological Free Text",

abstract = "This paper deals with the development of advanced tools and technologies for creating relevant information and suitable metadata out of textual documentation produced by Italian archaeological research. A set of Natural Language Processing tools were developed to recognize and annotate various archaeological entities in Italian language textual reports. The CIDOC CRM is the ontology chosen for encoding resulting output, allowing for a maximum degree of standardisation of the produced metadata to guarantee interoperability with archaeological information already existing in other semantically enabled digital archives. The work took place as part of the development for the TEXTCROWD platform for the European Open Science Cloud for Research Pilot Project.",

keywords = "NLP, NER, Italian language archaeology, textual documents, Grey Literature, Metadata integration, Standards, CIDOC CRM",

author = "Achille Felicetti and Daniel Williams and Ilenia Galluccio and Douglas Tudhope and Franco Niccolucci",

year = "2018",

month = dec,

day = "11",

doi = "10.1109/DigitalHeritage.2018.8810001",

language = "English",

editor = "Addison, {Alonzo C.} and Harold Thwaites",

booktitle = "2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018)",

publisher = "Institute of Electrical and Electronics Engineers",

note = "Digital Heritage 2018 - 3rd International Congress & Expo : New Realities: Authenticity & Automation in the Digital Age , DH2018 ; Conference date: 26-10-2018 Through 30-10-2018",

}

Felicetti, A, Williams, D, Galluccio, I, Tudhope, D & Niccolucci, F 2018, NLP Tools for Knowledge Extraction from Italian Archaeological Free Text. in AC Addison & H Thwaites (eds), 2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018) . Institute of Electrical and Electronics Engineers, Digital Heritage 2018 - 3rd International Congress & Expo, San Francisco , California, United States, 26/10/18. https://doi.org/10.1109/DigitalHeritage.2018.8810001

NLP Tools for Knowledge Extraction from Italian Archaeological Free Text. / Felicetti, Achille; Williams, Daniel; Galluccio, Ilenia et al.

2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018) . ed. / Alonzo C. Addison; Harold Thwaites. Institute of Electrical and Electronics Engineers, 2018.

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

TY - GEN

T1 - NLP Tools for Knowledge Extraction from Italian Archaeological Free Text

AU - Felicetti, Achille

AU - Williams, Daniel

AU - Galluccio, Ilenia

AU - Tudhope, Douglas

AU - Niccolucci, Franco

PY - 2018/12/11

Y1 - 2018/12/11

N2 - This paper deals with the development of advanced tools and technologies for creating relevant information and suitable metadata out of textual documentation produced by Italian archaeological research. A set of Natural Language Processing tools were developed to recognize and annotate various archaeological entities in Italian language textual reports. The CIDOC CRM is the ontology chosen for encoding resulting output, allowing for a maximum degree of standardisation of the produced metadata to guarantee interoperability with archaeological information already existing in other semantically enabled digital archives. The work took place as part of the development for the TEXTCROWD platform for the European Open Science Cloud for Research Pilot Project.

AB - This paper deals with the development of advanced tools and technologies for creating relevant information and suitable metadata out of textual documentation produced by Italian archaeological research. A set of Natural Language Processing tools were developed to recognize and annotate various archaeological entities in Italian language textual reports. The CIDOC CRM is the ontology chosen for encoding resulting output, allowing for a maximum degree of standardisation of the produced metadata to guarantee interoperability with archaeological information already existing in other semantically enabled digital archives. The work took place as part of the development for the TEXTCROWD platform for the European Open Science Cloud for Research Pilot Project.

KW - NLP

KW - NER

KW - Italian language archaeology

KW - textual documents

KW - Grey Literature

KW - Metadata integration

KW - Standards

KW - CIDOC CRM

U2 - 10.1109/DigitalHeritage.2018.8810001

DO - 10.1109/DigitalHeritage.2018.8810001

M3 - Conference contribution

BT - 2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018)

A2 - Addison, Alonzo C.

A2 - Thwaites, Harold

PB - Institute of Electrical and Electronics Engineers

T2 - Digital Heritage 2018 - 3rd International Congress & Expo

Y2 - 26 October 2018 through 30 October 2018

ER -

Felicetti A, Williams D, Galluccio I, Tudhope D, Niccolucci F. NLP Tools for Knowledge Extraction from Italian Archaeological Free Text. In Addison AC, Thwaites H, editors, 2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018) . Institute of Electrical and Electronics Engineers. 2018 doi: 10.1109/DigitalHeritage.2018.8810001

NLP Tools for Knowledge Extraction from Italian Archaeological Free Text

Abstract

Conference

Keywords

Access to Document

Fingerprint

Cite this