Web:marilenadaquino.github.io
unibo:marilena.daquino2
Contacts:
marilena.daquino2@unibo.it+393496142069@emmedaquino
Department of Classical Philology
and Italian Studies,
University of Bologna.
Via Zamboni 3240126, Bologna, Italy

Marilena Daquino
Research fellow in Digital Humanities
Research fellow at the ​Digital Humanities Advanced Research Centre (/DH.arc) of
the University of Bologna (Unibo). She holds a master degree in History anda PhD in Library and Information Science/Computer science. Her research
focus is on the application of Semantic web technologies to cultural
heritage data. She previously worked as metadata specialist, ontology
engineer, and project manager at the ​Multimedia Center (CRR-MM, University of
Bologna)​, and as a consultant at the ​Knowledge Media Institute (KMI, Open
University, Milton Keynes, UK).​ She is member of the editorial board of the
Italian academic journal ​Umanistica Digitale and she is ambassador of theFederico Zeri Foundation in international consortia of cultural institutions(PHAROS, Linked.art). She is currently involved in the OpenCitationsorganisation infrastructure for the development of a large-scale corpus ofopen citation data.

LANGUAGES

CURRENT POSITIONSEnglish​ | C1
Italian​ | mother tongue§ ​Research fellow @ /DH.arc
Department of Classical Philology and Italian Studies, Unibo
2019.07.01-

RESEARCH INTERESTS
Digital Humanities# digital hermeneutics# digital art history
Semantic Web# ontology design# Linked Open Data
Library and Information Science# photo archives# cataloguing systems# data management# open science# citation data
# music data

SOFT SKILLS# Main researcher of a ​Wellcome Trust funded project​ (see project
OpenCitations in Context Corpus)​ under the supervision of Prof. Silvio Peroni# Ontology development: extension of the ​OpenCitations Data Model# Software development: ​pipeline​ to mine PubMedCentral articles andre-engineer, publish, and query Linked Open Data
# Data management: ​PalREAD​ (ERC project)# Lab assistant of ​Computational thinking and Programming​, International Msc
course Digital Humanities and Digital Knowledge (​DHDK​)# Msc students tutoring (DHDK)# Msc thesis co-supervision (DHDK)# PhD co-supervision of a ​soon-to-be candidate​ at Leuphana University§ ​Adjunct professor @ Unibo
Department of Philosophy and Communication (FILCOM), Unibo
2019.11.01# 60-hour annual contract to teach ​Humanistic IT​, Bsc course# Lectures and hands-on classes of web development and web communication# Bsc thesis supervision

PROFICIENT LEVEL
Image editing and graphics# Adobe Indesign, Photoshop
Presentation and writing# Office suite (Word, Excel,
Powerpoint)# Google suite (Docs, Spreadsheet,
Slides)Teaching and supervising

PRIOR WORK EXPERIENCE§ ​Consultant @ Horizons spa
Bologna2019.09.01-2019.12.01# Ontology development: bibliographic ontology and Wikidata alignment forthe ​Estense Digital Library

# Adjunct professor# Lab assistant# Professional courses teacher# Msc student tutor# Msc thesis co-supervisor# Bsc thesis supervisor
GOOD LEVEL
Empathy and reliability# Red Cross volunteer# Fire safety certificate# Sailing

TECHNICAL SKILLSPROFICIENT LEVEL
Semantic web technologies# RDF, SPARQL, OWL# Py libraries: RDFlib,SPARQLWrapper# JS libraries: RDFJS
Web technologies# HTML, CSS, JS
Front-end frameworks# Bootstrap, JQuery
XML technologies# XML, XQuery, XSLT, XPathNO-SQL databases# XBase, OmekaS# Blazegraph, Fuseki
Programming languages# Python, Javascript
Back-end frameworks# Flask, Webpy, Node.js§ ​Research assistant @ /DH.arc
Department of Classical Philology and Italian Studies, Unibo
2018.01.01-2019.06.30# Software development: Semantic Web applications for art historical photoarchives (see projects ​ARTchives, mAuth​), music libraries (see project S​ emantic
MIDI tape)​ , bibliographic data (see project ​BCite​), and philology (see projects
Vespasiano Letters, Paolo Bufalini’s notebook​)# Lab assistant of ​Computational thinking and Programming​, International Msc
course Digital Humanities and Digital Knowledge (DHDK)# Professional courses for ​Fashion Research Italy (FRI)# Msc students tutoring (DHDK)# Msc thesis co-supervision (DHDK)§ ​Consultant @ Knowledge Media InstituteOpen University, Milton Keynes, UK
2017.10.01-2017.10.30# Software development: Fuzzy temporal logic applications to query the
Listening Experience Database (​LED​)# Software development: Linked Open Data based catalogue of musicalresources ​(s​ ee project ​musoW)§ ​Managing Editor @ Umanistica Digitale
Bologna2017.01.01-2019.06.30# Web design: ​Umanistica digitale​ multilingual website# Journal management: publication scheduling, editorial board meeting
chair# Peer-review process supervision: assignments, rebuttal, proofreading# Camera-ready publication: DOCX to HTML+RDFa / Latex / PDF
transformation§ ​Research assistant @ Multimedia Center
Multimedia Center, Libraries and Study Services Division, Unibo
2014.04.01-2017.09.30

GOOD LEVELNatural Language processing# NLTK, SpaCy
Other techniques# Data analysis# Data visualisation
Version-control-systems# git (Github, Bitbucket)# SVN (Sourceforge)# Project-based researcher and web developer (on commission)# DH project management staff: idea development, research products design,
coordination between Humanities researchers and IT staff# Web development staff: (see projects ​Zeri&LODE, Dama Boba, IGCyr)​# Data management support staff: H2020 data management plan
# Professional courses for the Italian Association of Librarians (AIB)# Lab assistant: ​Humanistic IT,​ Bsc course, FILCOM, Unibo# Lab assistant: ​Text encoding and Web design​, Msc course

OS# MAC, LinuxEDUCATION

BASIC KNOWLEDGE§ ​PhD @ Unibo (with honours)

CV and Deep Learning# Keras, Pastec

2019.04.08# ​Mining Authoritativeness in Art Historical Photo Archives. Semantic Web
Applications for Connoisseurship [​ T
​ hesis​]# Multi-disciplinary work in Library and Information Science and Computer
Science resulted in a recommending system of artwork attributions recordedin photographic documentation of three art historical photo archives (theFederico Zeri Foundation, Berenson Library - Villa I Tatti, Frick Art Library NY)§ ​Visiting PhD student @ Knowledge Media InstituteOpen University, Milton Keynes, UK
2017.10.01-2017.09.30# Development of a LOD-native catalogue of online musical resources ​ ​[​link​]§ ​Msc Degree in History @ Unibo (with honours)
Department of History and Cultures, Unibo
2013.11.25# Ontology development: people’s roles in historical contexts ​ ​[​Thesis​]§ ​Bsc Degree in Italian Literature @ Unibo
Department of Classical Philology and Italian Studies, Unibo
2011.07.12

ROLES AND MEMBERSHIPS§ ​Research centres membership# Digital Humanities Advanced Research Centre ​/DH.arc​ (2019-)# Research Centre for ​Open Scholarly Metadata​ (2020-)§ ​Consortia membership# ​Linked.art​ (2019-) Editorial Board of international museums
representatives for the definition of an application profile of CIDOC-CRM andthe realisation of APIs for integrating museums data
# ​PHAROS​ (2015-) International consortium of art historical photo archives
dedicated to the realisation of a technology infrastructure for integrating
partners’ archival data

§ ​Program Committees# ​International Conference on Semantic Systems, SEM20-EU.​ Amsterdam, 2020.
# ​Workshop on Scientific Knowledge Graphs, S​ KG 2020​. Co-located with TPDL. Lyon,
2020.
# ​Italian Research Conference on Digital Libraries, I​ RCDL 2020.​ Bari, 2020.
# ​International Workshop on Open data and Ontologies for Cultural Heritage,ODOCH'19.​ Co-located with CAiSE'19, Rome, 2019.
# ​Workshop on Ontology Design and Patterns, WOP.​ Co-located with theInternational Semantic Web Conference (ISWC) ​2019​; ​2018​; ​2017​; ​2016# ​Workshop on Humanities in the Semantic Web, WHiSe.​ Co-located with the
Extended Semantic Web Conference (ESWC) ​2020​ ; 16th International
Semantic Web Conference (ISWC) ​2017# ​PhD Symposium, 20th International Conference on Knowledge Engineering andKnowledge Management​, Bologna, 2016.

§ ​Editorial Boards# ​Umanistica digitale​ (2017-)§ ​Event organiser# Workshop on Open Citations ​WOOC​, September 3-5, 2018. University of
Bologna, Bologna, Italy [Chair, Social Media advertisement, Website
maintenance].
# Annual Conference of the italian "Associazione per l'Informatica Umanisticae la Cultura Digitale” ​AIUCD​, Bologna, 2014. [Secretary, local organiser].

§ ​Other roles# Belgium Science Policy Office ​BELSPO​. Reviewer

INVITED TALKS# Open Science Fair. Porto, 16-18 September 2019. [​Program​]# 4th Swiss Congress for Art History. Mendrisio, 6-8 June 2019 [​Program​]# Seminar "Fotografia e linked Open Data". Udine, 15 May 2019 [​Program​]# MEMORIAV. Lausanne, 15-16 November 2018 [​Program​]# Workshop "Art Histories and Big Data". Leiden, 15-17 October 2018 [​Program​]# Seminar "Un obiettivo per la fotografia. Da bene culturale a strumento di
mediazione e fonte storica". Senigallia, 11-13 April 2018 [​Program​]# Workshop "Online Information Quality". Leiden, 26-29 March 2018 [​Program​]# Seminar "Le fotografie nel semantic web: ontologie e linked open data". Rome,
16 December 2016 [​Program​]# Public Domain OpenFestival. Turin, 29 November - 3 December 2016 [​Program​]# ODS Open Data Sicilia 2016. Messina, 2-4 September 2016 [​Program​]

SPEAKER AT CONFERENCES# Digital Humanities. Utrecht, 8-12 July 2019. [​Program​]# 8th AIUCD Conference. Udine, 22-25 January, 2019 [​Program​]# 17th ISWC, SemSci Workshop. Monterey, CA, 9 October 2018 [​Program]​# 7th AIUCD Conference. Bari, 31 January - 2 February 2018 [​Program​]# 16th ISWC - WHiSe II. Vienna, 21-25 October 2017 [​Program​]# Digital Humanities. Krakow,11–16 July 2016 [​Program​]# 4th AIUCD Conference. Turin, 17-19 December 2015
# 9th MTSR - Metadata and Semantics Research Conference. Manchester, 9-11
September 2015 [​Program​]# 3rd AIUCD Conference. Bologna, 18-19 September, 2014 [​Program​]# 10th IRCDL Conference. Padua, 30-31 January 2014 [​Program​]

PROJECTS PORTFOLIO§ ​The Open Biomedical Citations in Context Corpus ​link
OpenCitations; /DH.arc ​(2020 - ongoing)

A Linked Open Dataset of information mined from PubMed Central articles,
including detailed bibliographic and citation metadata, e.g. bibliographic
references, in-text references, and structural elements (e.g. sentences).
# ontology development, software development§ ​ARTchives ​link

Zeri Foundation, Bibliotheca Hertziana, Getty Research Institute, Kunsthistorisches
Institut in Florenz, Scuola Normale Superiore, University Roma Tre. ​(2019)
A linked-data native cataloguing system for crowdsourcing and publishingdata on art historians’ archives. Aligned with Wikidata model, includes
cataloguers support functionalities (Named Entity Recognition, Topics
suggestion)# project design, software development, web design§ ​Vespasiano da Bisticci’s letters ​link

Department of Classical Philology and Italian Studies, Unibo (​ 2019)
The Linked Open Data based digital edition of the eclectic Vespasiano da
Bisticci’s correspondence, presenting authors’ and works networks.

# ontology development, software development, web design§ ​mAuth​ ​link

Department of Classical Philology and Italian Studies, Unibo (​ 2018)
A web application based on an ontology-based ranking model forrecommending artwork attributions retrieved from online photo archives.
# project design, data collection, software development, web design§ ​BCite ​link

Department of Classical Philology and Italian Studies, Unibo (​ 2018)
A web application for bibliographic references correction and automatic
creation of Linked Open Data according to the OpenCitations data model# project design, software development, web design§ ​Semantic Web MIDI Tape​ l​ ink

Department of Classical Philology and Italian Studies, Unibo​ (2018)
A bash application for playing MIDI instruments, saving tracks, transforming
MIDI tracks in Linked Open Data, populating the MIDI Knowledge Graph, andrecommending similar music resources to users.
# contribution to project design and to software development§ ​Paolo Bufalini’s notebook​ ​link

Department of Classical Philology and Italian Studies, Unibo (​ 2018)
The Linked Open Data based digital edition of the notable Bufalini’s notebook,including exploration tools for visualising inter and intra-text relations
between quotations, translations and comments of classical works.
# contribution to text encoding# project design, ontology development, software development, web design§ ​musoW​ ​link

Knowledge Media Institute (KMI), Open University ​(2017)
A Linked Open Data based catalogue of crowdsources musical resources thatare available online.
# contribution to project design# data collection, ontology development, software development, web design§ ​IGcyr ​link

Department of Ancient History; CRR-MM ​(2017)
The digital edition of the collection of the inscription of Greek Cyrenaica.
# data collection support# web development, web design§ ​Zeri & LODE​ ​link

Zeri Foundation, CRR-MM (​ 2015)
The knowledge graph of the catalogue of the Federico Zeri art historical photoarchive, including detailed information on artworks, photographs, archival
documents, and artwork attributions.
# project design, ontology development, software development, web design§ ​Dama Boba ​link

School of Italian Studies, European Literary Cultures, Linguistics; CRR-MM ​(2015)
The digital genetic edition of Lope de Vega’s witnesses of his comedy “La
Dama Boba”.
# data collection support and researchers’ training# web development, web design

PUBLICATIONS§ ​Books in Book SeriesDaquino, Marilena. 2019. Mining Authoritativeness in Art Historical Photo
Archives. In Studies on the Semantic Web, 40. ISBN: 978-1-64368-011-8.

§ ​Journal papers
Daquino, Marilena, Francesca Giovannetti and Francesca Tomasi. 2019. "Linked
Data per le edizioni scientifiche digitali. Il workflow di pubblicazione
dell’edizione semantica del quaderno di appunti di Paolo Bufalini." Umanistica
Digitale, 4:7. DOI:​https://doi.org/10.6092/issn.2532-8816/9091​ [ITALIAN]
Daquino, Marilena. 2019. "A computational analysis of art historical linked data
for assessing authoritativeness of attributions." Journal of the Association for
Information Science and Technology, pp. 1– 13. ​https://doi.org/10.1002/asi.24301
Daquino, Marilena. 2019. "Art historical photo archives and Semantic Web.
Problems, resources and research lines." JLIS.it 10:2, pp. 37-47.
DOI:​http://dx.doi.org/10.4403/jlis.it-12533​ ​ [ITALIAN]
Carriero, Valentina, Marilena Daquino and Francesca Tomasi. 2019. "Semanticalignment in museums, archives and libraries. The ontologies for describing
relationships." JLIS.it 10:1, pp. 72-91. DOI:​http://dx.doi.org/10.4403/jlis.it-12499[ITALIAN]
Daquino, Marilena and Francesca Tomasi. 2017. “Linked Cultural Objects: dagli
standard di catalogazione ai modelli per il web of data. Spunti di riflessione
dalla Fototeca Zeri.” Umanistica Digitale 1.1.
DOI:​https://doi.org/10.6092/issn.2532-8816/7195​ [ITALIAN]
Daquino, Marilena, et al. 2017. “Enhancing semantic expressivity in the cultural
heritage domain: exposing the Zeri Photo Archive as Linked Open Data.” Journal
on Computing and Cultural Heritage (JOCCH) 10.4: 21.
DOI:​http://doi.acm.org/10.1145/3051487
Mambelli, Francesca and Marilena Daquino. 2017. “Zeri & Lode. Il patrimoniodella Fondazione Zeri in Linked Open Data.” IBC 25:1, pp. 1-2. [ITALIAN]
Daquino, Marilena, and Francesca Tomasi. 2016. “Digital Humanities e Library
and Information Science. Through the lens of knowledge organization.”
Bibliothecae.it 5.1, pp. 130-150. DOI:​https://doi.org/10.6092/issn.2283-9364/6109[ITALIAN]
Tomasi, Francesca and Marilena Daquino. 2015. “Modellare ontologicamente il
dominio archivistico in una prospettiva di integrazione disciplinare.” JLIS.it 6:3,
pp. 13-38. DOI:​http://dx.doi.org/10.4403/jlis.it-11133​ [ITALIAN]

Tomasi, Francesca, Fabio Ciotti, Marilena Daquino and Maurizio Lana. 2015.
“Esplorare semanticamente collezioni culturali: uno studio di fattibilità.”
AIDAinformazioni, 3-4, pp. 125-146. DOI:​https://doi.org/10.4399/97888548899278[ITALIAN]
Daquino, Marilena, Silvio Peroni, Francesca Tomasi and Fabio Vitali. 2014.
“Political Roles Ontology (PRoles): Enhancing Archival Authority Records throughSemantic Web Technologies.” In Procedia Computer Science 38, pp. 60-67.
DOI:​http://dx.doi.org/10.1016/j.procs.2014.10.012§ ​Book Chapters / Conference Proceedings
Daquino, Marilena et al. 2018. "Creating Open Citation Data with BCite." In
Demidova, E., A. J. Zaveri, and E. Simperl (eds.). Emerging Topics in Semantic
Technologies: ISWC 2018 Satellite Events. AKA Verlag Berlin.
DOI:​http://dx.doi.org/10.3233/978-1-61499-894-5-83
Meroño-Peñuela, Albert, Reinier De Valk, Enrico Daga, Marilena Daquino, andAnna Kent-Muller. 2018. "The semantic web MIDI tape: An interface forinterlinking MIDI and context metadata." In Proceedings of the 1st International
Workshop on Semantic Applications for Audio and Music. Paris:ACM, pp. 24-32.
URL:​http://oro.open.ac.uk/id/eprint/56752
Meroño-Peñuela, Albert, Anna Kent-Muller, Reinier de Valk, Marilena Daquino andEnrico Daga. 2018. “A Large-Scale Semantic Library of MIDI Linked Data.” In Page,
Kevin (ed.). DLfM '18 - Proceedings of the 5th International Conference on Digital
Libraries for Musicology. Paris:ACM. URL: ​http://oro.open.ac.uk/id/eprint/60777
Daquino, Marilena et al. 2017. “Characterizing the Landscape of Musical Data on
the Web: state of the art and challenges.” In Second Workshop on Humanities in
the Semantic Web - WHiSe II, 21-25 Oct 2017, Vienna, Austria. URL:
http://oro.open.ac.uk/id/eprint/51570
Daquino, Marilena. 2017. “Le professioni del lavoro digitale.” In Tullini, Patrizia(eds.). Web e lavoro. profili evolutivi e di tutela. Torino:Giappichelli, pp. 107-122.
ISBN:​ 9​ 788892106284 ​[ITALIAN]
Daquino, Marilena. 2016. "Photo Archives in Linked Open Data–The Federico Zeri’s
Archive Case Study." In Ciancarini, Paolo, Francesco Poggi, Matthew Horridge, Jun
Zhao, Tudor Groza, Mari Carmen Suárez-Figueroa, Mathieu d'Aquin and Valentina
Presutti (eds.) Knowledge Engineering and Knowledge Management.
Cham:Springer, pp. 219-223. DOI:​http://dx.doi.org/10.1007/978-3-319-58694-6_34
Daquino, Marilena and Francesca Tomasi. 2015. “Historical Context Ontology(HiCO): A Conceptual Model for Describing Context Information of Cultural
Heritage Objects.” In Communications in Computer and Information Science
544. Berlin:Springer Verlag, pp. 424-436.
DOI:​http://dx.doi.org/10.1007/978-3-319-24129-6_37
Ciotti, Fabio, Marilena Daquino, and Francesca Tomasi. 2015. "Text Encoding
Initiative semantic modeling. A conceptual workflow proposal." In Calvanese D.,
De Nart D., Tasso C. (eds.). Digital Libraries on the Move. IRCDL 2015.
Communications in Computer and Information Science 612. Cham:Springer.
DOI:​https://doi.org/10.1007/978-3-319-41938-1_5
Tomasi, Francesca, Fabio Ciotti, Marilena Daquino and Maurizio Lana. 2015.
“Using Ontologies as a Faceted Browsing for Heterogeneous Cultural Heritage
Collections.” In Proceedings of 1st AI*IA Workshop on Intelligent Techniques At
LIbraries and Archives co-located with {XIV} Conference of the Italian Association
for Artificial Intelligence, IT@LIA@AI*IA 2015.
URL: ​http://ceur-ws.org/Vol-1509/ITALIA2015_paper_5.pdf

Daquino, Marilena and Francesca Tomasi. 2015. “Ontological Approaches toInformation Description and Extraction in the Cultural Heritage Domain.” In
Humanities and Their Methods in the Digital Ecosystem (AIUCD ‘14). New
York:ACM, 8. DOI:​http://dx.doi.org/10.1145/2802612.2802633§ ​Abstracts in Books of Abstract
Daquino, Marilena, Silvio Peroni and Francesca Tomasi. 2019. “Can we do better
than computers? Teaching Computational Thinking to Digital Humanists.” In
Allegrezza, Stefano (ed.), AIUCD 2019 Book of Abstracts. AIUCD: Florence. ISBN:
978-88-942535-3-5 [​paper​]Daquino, Marilena and Francesca Tomasi. 2017. “The Zeri Photo Library in linked
open data.” In AIB CILW (eds.). “The universe of cultural resources: between
eurekas and concrete actions.” AIB STUDI 57.1, pp. 109-112.
DOI:​http://dx.doi.org/10.2426/aibstudi-11569
Daquino, Marilena, Silvio Peroni, Francesca Tomasi and Fabio Vitali. 2016. “TheProject Zeri Photo Archive: Towards a Model for Defining Authoritative
Authorship Attributions.” In Digital Humanities 2016: Conference Abstracts,
Kraków, Jagiellonian University & Pedagogical University, 2016, pp. 472-474.

§ ​Technical documentation
Daquino, Marilena, Silvio Peroni, and David Shotton. 2020. “The Opencitations
Data Model”. Figshare. DOI:​10.6084/m9.figshare.3443876.v7

TEACHING AND TUTORING EXPERIENCE§ ​Adjunct Professor @Unibo
FILCOM, Unibo (​ 2019-) ​Humanistic IT§ ​Msc Students Tutor @DHDKDHDK, Unibo ​(2018-2019)§ ​Professionalizing courses @Fashion Research Italy (FRI)
Fashion Research Italy, Bologna ​(2018) ​Heritage management§ ​Lab Assistant @DHDK, Unibo
DHDK, Unibo ​(2017-) ​Computational Thinking and programming§ ​Lab Assistant @FICLIT, Unibo
FICLIT, Unibo ​(2016-2017) ​Humanistic IT§ ​Professionalizing courses @Italian association of librarians (AIB)
Unibo, Bologna (​ 2015-2016) ​Libraries and Linked data§ ​Lab Assistant @Unibo
School of Italian Studies, European Literary Cultures, Linguistics. Unibo(2014-2016) Text encoding and Web design
Bologna 22/06/2020