The Semantics of History. Interdisciplinary Categories and Methods for Digital Historical Research.

Authors

  • Esther Travé Allepuz Universitat de Barcelona image/svg+xml
  • Pablo del Fresno Bernal Sistemes de Gestió de Patrimoni SCCL.
  • Alfred Mauri Martí Centre d’Estudis Martorellencs.
  • Sonia Medina Gordo Universitat de Barcelona image/svg+xml

DOI:

https://doi.org/10.9781/ijimai.2021.02.002

Keywords:

Ontologies, History, Archaeology, Databases
Supporting Agencies
This study is part of the current research tasks carried out by the Medieval and Postmedieval Archaeology Research Group GRAMP.- UB (2017-SGR-833-GRC) at the University of Barcelona, to which the authors belong, and it is included in our Landscape Archaeology research line. Theoretical development, conceptualization, and applied methods are part of funded research projects developed by the Centre d’Estudis Martorellencs (CLT009/18/00036 – DGPC/exp. 35) and the University of Barcelona (GREYWARE PID2019-103896RJ-I00). The authors wish to thank Ms Noemí Travé for language edition and review.

Abstract

This paper aims at introducing and discussing the data modelling and labelling methods for interdisciplinary and digital research in History developed and used by the authors. Our approach suggests the development of a conceptual framework for interdisciplinary research in history as a much-needed strategy to ensure that historians use all vestiges from the past regardless of their origin or support for the construction of historical discourse. By labelling Units of Topography and Actors in a wide range of historical sources and exploiting
the obtained data, we use the Monastery of Sant Genís de Rocafort (Martorell, Spain) as a lab example of our method. This should lead researchers to the development of an integrated historical discourse maximizing the potential of interdisciplinary and fair research and minimizing the risks of bias.

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References

[1] J. Arostegui. La investigación histórica: teoría y método (Historical research: Theory and method), Barcelona, Spain: Crítica, 1995.

[2] A. Torre. “Un «tournant spatial» en histoire? Paysages, regards, ressources (A spatial turn in history? Landscapes, visions, resources)”, Annales. Histoire, Sciences Sociales, vol. 2008, no. 5, pp. 1127-1144, 2018, [Online] Available: https://www.cairn-int.info/article-E_ANNA_635_1127--aspatial-turn-in-history.htm

[3] R. White. What is Spatial History? Spatial History Lab: Working Paper, Standford, USA: Standford University, 2010, [Online] Available: https://web.stanford.edu/group/spatialhistory/cgi-bin/site/pub.php?id=29

[4] D. Cosgrove. “Landscape and Landschaft. Lecture delivered at the «Spatial Turn in History» Symposium”, German Historical Institute Bulletin, vol. 35 no. Fall, pp. 57-71, 2004. [Online] Available: https://is.cuni.cz/studium/predmety/index.php?do=download&did=130419&kod=JMB067

[5] F. Trentmann. “Materiality in the Future of History: Things, Practices and Politics”, Journal of British Studies, vol. 48, pp. 283-307, 2009, doi: 10.1086/596123.

[6] D. Hicks. “The material-cultural turn: event and effect” in The Oxford Handbook of Material Culture Studies, Hicks, D.; Beaudry, M. C. Eds. Oxford, UK: Oxford University Pres, 2010, pp. 25-98. doi: 10.1093/oxfordhb/9780199218714.013.0002.

[7] E. Hinrichs, M. Hinrichs, S. Kübler, T. Trippel. “Language technology for digital humanities: introduction to the special issue”, Languaje Resources & Evaluation, vol. 53, pp. 559-563, 2019.

[8] D.W. Oard. “A Whirlwind Tour of Automated Language Processing for the Humanities and Social Sciences” in Working Together or Apart: Promoting Digital Scholarship, Washington DC, USA: Council on Library and Information Resources, 2009.

[9] J. Kuhn. “Computational text analysis within the Humanities: How to combine working practices from the contributing fields”, Language Resources & Evaluation, vol. 53, pp. 565-602, 2019.

[10] M. Piotrowski. Natural Language Processing for Historical Texts. Synthesis Lectures on Human Language Technologies, San Rafael, California, USA: Morgan & Claypool Publishers, 2012. [Online] Available: https://doi.org/10.2200/S00436ED1V01Y201207HLT017

[11] P. Ruiz. Concept-based and relation-based corpus navigation: applications of natural language processing in digital humanities. Linguistics. PhD Dissertation. Paris, France: PSL Research University, 2017. [Online] Available: https://tel.archives-ouvertes.fr/tel-01575167v2

[12] E. Travé, P. Del Fresno, A. Mauri, S. Medina. “The Semantics of historical knowledge. Labelling Strategies for Interdisciplinary and Digital Research in History”, in HI4NLP 2020 Hybrid Intelligence for Natural Language Processing Tasks 2020. Proceedings of the Workshop on Hybrid Intelligence for Natural Language Processing Tasks (HI4NLP 2020) colocated with 24th European Conference on Artificial Intelligence (ECAI 2020) Santiago de Compostela, Spain, August 29, 2020, P. Gamallo, M. García, P. MartínRodilla, M. Pereira-Fariña, Eds. Santiago de Compostela, Spain: CEUR, 2020, pp. 17-21, [Online] Available: http://ceur-ws.org/Vol-2693/paper2.pdf

[13] J. Delve, R. G. Healey. “Is there a role for data warehousing technology in historical research?” in Humanities, Computers and Cultural Heritage. Proceedings of the XVI International Conference of the Association of Arts and Sciences, Royal Netherlands Academy of Arts and Sciences Ed. Amsterdam, Netherlands: KNAW, 2005, pp. 106-111. [Online] Available: https://dans.knaw.nl/nl/over/organisatie-beleid/publicaties/DANShumanitiescomputersandculturalheritageUK.pdf

[14] A. Ivanovs, A. Varfolomeyev. “Editing an exploratory analysis of medieval documents by means of XML technologies” in Humanities, Computers and Cultural Heritage, Netherlands: KNAW, 2005, pp. 155-160.

[15] F. de Jong, H. Rode, D. Hiemstra. “Temporal language models for the disclosure of historical text”, in Humanities, Computers and Cultural Heritage, Netherlands: KNAW, 2005, pp. 161-168.

[16] S. Eriksson, H. Skånes. “Addressing semantics and historical data heterogeneities in cross-temporal landscape analysis”, Agriculture, Ecosystems and Environment, vol. 139, pp. 516-521, 2010, doi: 10.1016/j.agee.2010.09.011.

[17] G. Nagypál. “History ontology building: The technical view”, in Humanities, Computers and Cultural Heritage, Netherlands: KNAW, 2005, pp. 207-214.

[18] B. Tomaszewski. “Local Model Semantics, Categories, and External Representation: Towards a Model for Geo-historical Context”, in Modeling and Using Context. 6th International and Interdisciplinary Conference, CONTEXT 2007, Roskilde, Denmark, August 20-24, 2007, Proceedings. Lecture Notes in Artificial Intelligence, vol. 4635, B. Kokinov, D. C. Richardson, Th. R. Roth-Berghofer, L. Vieu, Eds. Berlin / Heidelberg, Germany: Springer, 2007, pp. [Online] Available: http://context-07.ruc.dk/Context2007DocCons.pdf

[19] H. Berger. ‘Microhistory and quantitative data analysis’, In Humanities, Computers and Cultural Heritage, Netherlands: KNAW, 2005, pp. 39-42.

[20] A. Antonacopoulos, D. Karatzas. “Semantics-Based Content Extraction in Typewritten Historical Documents”, in Proceedings of the 8th International Conference on Document Analysis and Recognition (ICDAR2005), IEEE Computer Society Ed. Washington DC, United States: IEEE DigitalLibrary, 2005, pp. 48-53, doi: 10.1109/ICDAR.2005.215.

[21] M. Heller, G. Vogeler. “Modern information retrieval technology for historical documents”, in Humanities, Computers and Cultural Heritage, Netherlands: KNAW, 2005, pp. 143-148.

[22] C. Coffin. “The voices of History: Theorising the interpersonal semantics of historical discourses”, Text, vol. 22, no. 4, pp. 503-508, 2002, doi: 10.1515/text.2002.020.

[23] G. Nagypál, B. Motik. “A Fuzzy Model for Representing Uncertain, Subjective, and Vague Temporal Knowledge in Ontologies”, in On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE. OTM 2003. Lecture Notes in Computer Science, vol. 2888, R. Meersman, Z. Tari, D. C. Schmidt, Eds. Berlin / Heidelberg, Germany: Springer, 2003, pp. 906-923, doi: 10.1007/978-3-540-39964-3_57.

[24] M. D. Wilkinson et al. “The FAIR Guiding Principles for scientific data management and stewardship”, Scientific Data, vol. 3, paper 160018, 2016, doi: 10.1038/sdata.2016.18

[25] G. Gänser, G. Michetti. InterPARES Trust Project. Ontology of Functional Activities for Archival Systems; TR05-Final Report-20180526, 2018. [Online] Available: https://interparestrust.org

[26] Parthenos. Guidelines to FAIRify Data Management and Make Data Reusable. [Online] Available: https://zenodo.org/record/2668479

[27] A. Mosca. “Ontology-mediated Data Integration and Access in Research and Innovation Policy”, in Proceedings of the Joint Ontology Workshops 2017 (JOWO 2017), Episode 3: The Tyrolean Autumn of Ontology, BozenBolzano, Italy, 21–23 September 2017, S. Borgo, O. Kutz, F. Loebe, F. Neuhaus, Eds. Bozen-Bolzano, Italy: CEUR, 2017, [Online] Available: http://ceur-ws.org/Vol-2050/invited4-Mosca.pdf

[28] K. Thibodeau, “The Construction of the Past: Towards a Theory for Knowing the Past”, Information, vol. 10, paper 332, 2019, doi: 10.3390/info10110332.

[29] A. Mauri. La configuració del paisatge medieval: el comtat de Barcelona fins al segle XI (The formation of medieval landscape: The county of Barcelona until the 11th Cent). PhD Dissertation. Barcelona, Spain: Universitat de Barcelona, 2006. [Online] Available: https://www.tesisenred.net/handle/10803/2065

[30] E. C. Harris. Principles of archaeological stratigraphy (Second edition), San Diego, USA: Academic Press, 1989, [Online] Available: https://www.sciencedirect.com/book/9780123266514/principles-of-archaeologicalstratigraphy

[31] A. Carandini. Historias en la Tierra: Manual de Excavación Arqueológica (Stories from the earth. Excavation Handbook), Barcelona, Spain: Crítica, 1997.

[32] Foundation Act of the Priory of Sant Genís de Rocafort. Barcelonese Diocesan Archive, Vol. Dotaliarum, no. 5, pp. 31-32.

[33] E. Mallorquí, El monestir de Sant Miquel de Cruïlles a l’edat mitjana. Estudi i edició dels documents. 1035-1300 (The monastery of Sant Miquel de Cruïlles in the middle age. Study and edition of documents. 1035-1300), Girona, Spain: Ajuntament de la Bisbal d’Empordà, 2000.

[34] J. Baucells. El Priorat de Sant Genís de Rocafort (Martorell) (The Priory of Sant Genís de Rocafort), Centre d’Estudis Martorellencs. Ed. Martorell, Spain: CEM, 2007.

[35] J. Salvany. Sant Genís de Rocafort. Biblioteca de Catalunya Ed. Barcelona, Spain: BC, 1915.

[36] J. Salvany. Sant Genís de Rocafort. Biblioteca de Catalunya Ed. Barcelona, Spain: BC, 1912.

[37] I. Hodder, C. Orton. Spatial Analysis in Archaeology, Cambridge, UK: Cambridge University Press, 1976.

[38] Sant Genís de Rocafort. Ortophoto. Provided by Institut Cartogràfic i Geològic de Catalunya. Barcelona. [Online] Available: http://www.icc.cat/vissir3/

[39] C. González-Pérez. “A Conceptual Modelling Language for the Humanities and Social Sciences”, in Sixth International Conference on Research Challenges in Information Science (RCIS), IEEE Computer Society Ed. Washington DC, United States: IEEE Digital Library, 2012, doi: 10.1109/RCIS.2012.6240430.

[40] E. Travé, P. Del Fresno, A. Mauri. “Ontology-mediated Historical Data Modelling: Theoretical and Practical Tools for an Integrated Construction of the Past”, in Digital Humanities Special Issue. C. González-Perez Ed. Information, vol. 11, paper 182, doi: 10.3390/info11040182.

[41] P. Del Fresno. Sistema de Información Arqueológica: propuesta de normalización, desarrollo conceptual e informático. (Archaeological Information System: Normalization proposal, conceptual and computing development) PhD Dissertation. Vitoria, Spain: University of the Basque Country, 2016. [Online] Available: https://www.academia.edu/23836202/

[42] SigArq. Sistema de Información Geoespacial Arqueológico. [Online] Available: http://www.sigarq.es/home/

[43] H. Wickham, ‘Tidy Data’, Journal of Statistical Software, vol. 59, no.10, pp. 1-10, 2004, doi: 10.18637/jss.v059.i10.

[44] A. Mauri, E. Travé, P. Del Fresno. “An integrated implementation of written and material sources – conceptual challenge and technological resources”, in Archaeology. New Approaches in Theory and Techniques, I. Ollich Ed. Rijeka, Croatia: InTech, 2012, pp. 41-64, doi: 10.5772/38934.

[45] P. Del Fresno, A. Mauri, E. Travé. “Documentació d’intervencions de restauració en jaciments arqueològics i patrimoni edificat: cap a la construcció d’un Sistema d’informació (Recording restoration tasks in archaeological sites and building heritage: towards the construction of an information system)”. Documentar en la conservació-restauració. Mètodes i noves technologies, Conservadors Restauradors Associats de Catalunya. Barcelona: Spain, CRAC, 2020, in press.

[46] C. M. Sperberg-McQueen, L. Burnard. TEI P5: Guidelines for Electronic Text Encoding and Interchange TEI. Text Encoding Initiative Consortium, 2019. [Online] Available: https://tei-c.org/release/doc/tei-p5-doc/en/Guidelines.pdf

[47] E. Travé. “Los hornos medievales y la cerámica negra” in Actas del IXI Congreso de la Asociación de Ceramología. Obra negra y alfarería de cocina, Asociación de Ceramología Ed., Quart, Spain: Ajuntament de Quart, 2017, pp. 123-147. [Online] Available: http://www.ceramologia.org/gestion/archivos/1084.Est.pdf

[48] R. Sprugnoli, S. Tonelli. “One, no one and one hundred thousand events: Defining and processing events in an inter-disciplinary perspective”, Natural language engineering, vol. 23, no. 4, pp. 485-503, 2016, doi: 10.1017/S1351324916000292.

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Published

2021-03-01
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How to Cite

Travé Allepuz, E., del Fresno Bernal, P., Mauri Martí, A., and Medina Gordo, S. (2021). The Semantics of History. Interdisciplinary Categories and Methods for Digital Historical Research. International Journal of Interactive Multimedia and Artificial Intelligence, 6(5), 47–56. https://doi.org/10.9781/ijimai.2021.02.002