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  • DARIAH EU
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Maryl, Maciej; Błaszczyńska, Marta; Szulińska, Agnieszka; Rams, Paweł;

    John Unsworth (2000) proposed a tentative list of scholarly primitives, and although he made a reservation that it was not meant to be exhaustive, one omission is striking, namely the exclusion of communicating. It is even more visible once one realises that all the examples he provides in the paper of comparison IBabble), linking (Blake Archive), or sampling (VRML visualisation of Dante’s Inferno) have the indispensable communication component attached to them. The aim of this presentation is two-fold. First of all, we will reclaim the role of communication as one of the fundamental functional primitives, crucial in all stages of the research workflow. To use Unsworth’s nomenclature, communication takes advantage of the additive characteristics of scholarly primitives and enters into combinations with all other scholarly primitives. Secondly, right after reestablishing the communication as a scholarly primitive we will swiftly proceed to problematise the notion of its universality for all disciplines through exploration of the specificity of scholarly communication in the humanities. We will achieve that using New Panorama of Polish Literature (NPLP.pl) as a case-study, outlining the relevant digital infrastructure for the humanities. It has long been suggested that communication should be seen as a fundamental element of the research workflow, rather than an activity running somewhat separate to the research practice (Latour and Woolgar 1986; Garvey 1979; Galison and Galison 1997; Nielsen 2011). Recently this idea wass reinforced by Hillyer et al. (2017) who describe open science as “opening of the entire research cycle” and include communication as one of its key elements. It means that dissemination is no longer perceived as the final stage of a research process but becomes an integral part of all scholarly activities. New digital methods and tools (Dallas et al. 2017), including electronic communication and social media (Kjellberg 2010), facilitate this process. allowing scholars to communicate and collaborate with each other and the wider audience quickly and efficiently at all stages of their work. This also includes intermediary results of the work, including raw and secondary data (Castelli, Manghi, and Thanos 2013). The incorporation of communication into all stages of the research workflow also means that choosing a certain communication strategy is obviously influenced by the perceived goal, but also the goal influences other phases of the research process. This feedback loop more precisely on the example of NPLP, a research infrastructure for literary scholars enabling the creation of extended, multimedia monographs and presenting scholarly arguments through linking text with image, visualisation, map and video content. Yet, Creating a new digital collection forces researchers to rethink how their work is presented, categorised and displayed . For instance in "Postmodern Sienkiewicz" collection (http://nplp.pl/en/kolekcja/postmodern-sienkiewicz/) authors divided their articles into shorter fragments with additional iconography allowing for non-linear reading and access through image-interface. These activities required additional work on the stage of data collection, analysis and interpretation. In conclusion we will tackle upon the question remains to what extent such communication practices are universal for all sciences and what could be treated as reserved for the humanities in the spirit of Diltheyan disctinction between explaining (in sciences) and understanding (in the humanities). {"references": ["Castelli, D., P. Manghi, and C. Thanos. 2013. 'A Vision towards Scientific Communication Infrastructures: On Bridging the Realms of Research Digital Libraries and Scientific Data Centers'. International Journal on Digital Libraries 13 (3\u20134): 155\u201369. https://doi.org/10.1007/s00799-013-0106-7.", "Dallas, Costis, Nephelie Chatzidiakou, Agiatis Benardou, Michael Bender, Aur\u00e9lien Berra, Claire Clivaz, John Cunningham, et al. 2017. 'European Survey on Scholarly Practices and Digital Needs in the Arts and Humanities - Highlights Report'. Zenodo. https://doi.org/10.5281/zenodo.260101.", "Galison, Peter, and Joseph Pellegrino University Professor Peter Galison. 1997. Image and Logic: A Material Culture of Microphysics. University of Chicago Press.", "Garvey, WILLIAM D. 1979. 'CHAPTER 1 - The Role of Scientific Communication in the Conduct of Research and the Creation of Scientific Knowledge'. In Communication: The Essence of Science, edited by WILLIAM D. Garvey, 1\u201339. Pergamon. https://doi.org/10.1016/B978-0-08-023344-4.50006-4.", "Hillyer, Rebecca, Alejandro Posada, Denisse Albornoz, Leslie Chan, and Angela Okune. 2017. 'Framing a Situated and Inclusive Open Science: Emerging Lessons from the Open and Collaborative Science in Development Network'. 2017.", "Kjellberg, Sara. 2010. 'I Am a Blogging Researcher: Motivations for Blogging in a Scholarly Context'. First Monday 15 (8). https://doi.org/10.5210/fm.v15i8.2962.", "Latour, Bruno, and Steve Woolgar. 1986. Laboratory Life: The Construction of Scientific Facts. Princeton University Press.", "Nielsen, Michael A. 2011. Reinventing Discovery\u202f: The New Era of Networked Science. Princeton, N.J.: Princeton University Press. http://press.princeton.edu/titles/9517.html.", "Unsworth, John. 2000. 'Scholarly Primitives: What Methods Do Humanities Researchers Have in Common, and How Might Our Tools Reflect This?' In . King's College London. http://people.brandeis.edu/~unsworth/Kings.5-00/primitives.html."]}

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    Conference object . 2020
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    Other literature type . Article . 2020
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      Other literature type . Article . 2020
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Raciti, Marco; Gabay, Simon; Moranville, Yoann; Jorge, Maria do Rosário; +1 Authors

    Europe has a long and rich tradition as a centre of research and teaching in the arts and humanities. However, the huge digital transformation that affects the arts and humanities research landscape all over the world requires that we set up sustainable research infrastructures, new and refined techniques, state-of-the-art methods and an expanded skills base. Responding to these challenges, the Digital Research Infrastructure for Arts and Humanities (DARIAH) was launched as a pan-European network and research infrastructure. After expansion and consolidation, which involved DARIAH’s inclusion in the ESFRI roadmap, DARIAH became a European Research Infrastructure Consortium (ERIC) in 2014. The Horizon 2020 funded project DESIR (DARIAH ERIC Sustainability Refined) sets out to strengthen the sustainability of DARIAH and help establish it as a reliable long-term partner within our communities. Sustaining existing digital expertise, tools, resources in Europe in the context of DESIR involves a goal-oriented set of measures in order to first, maintain, expand and develop DARIAH in its capacities as an organisation and technical research infrastructure; secondly, to engage its members further, as well as measure and increase their trust in DARIAH; thirdly, to expand the network in order to integrate new regions and communities. The DESIR consortium is composed of core DARIAH members, representatives from potential new DARIAH members and external technical experts. The sustainability of a research infrastructure is the capacity to remain operative, effective and competitive over its expected lifetime. In DESIR, this definition is translated into an evolving 6-dimensional process, divided into the following challenges:•Dissemination•Growth•Technology•Robustness•Trust•EducationWith our poster, we would like to show how the project helps sustaining DARIAH. Within DESIR, dissemination is the ability to communicate DARIAH’s strategy and benefits effectively within the DARIAH community and in new areas, spreading out to new communities. Through the international workshops held at Stanford University and at the Library of Congress, DARIAH has been introduced to many non-European DH scholars. These events were an important first step to foster international cooperation between US and European colleagues as well as a catalyst for ongoing collaborations in the future. A third workshop took place in Canberra at the Australian Research Data Commons in March 2019.DARIAH has currently 17 members from all over Europe. Nevertheless, efforts should be made to include as many countries as possible to bring in and scale, to a European level, even more state-of-the-art DH activities.Six candidates ready for building strong national consortia have been identified, enabling a substantial expansion of DARIAH’s country coverage. Additionally, thematic workshops are organised in each country as well as tailored training measures.DESIR widens the research infrastructure in core areas which are vital for DARIAH’s sustainability but are not yet covered by the existing set-up. As DARIAH expands across Europe, continuously enhancing and further developing the ERIC exceeds DARIAH’s internal technological capacities. Two notable results were achieved so far: firstly, the publication of a technical reference as a result of a workshop organised in October 2017 with CESSDA and CLARIN. It’s a collection of basic guidelines and references for development and maintenance of infrastructure services within DARIAH and beyond, addressing an ongoing issue for research infrastructures, namely software sustainability. Secondly, the organisation of a Code Sprint, focusing on bibliographical and citation metadata, which helped shaping DARIAH’s profile in four technology areas (visualisation, text analytic services, entity-based search and scholarly content management). Another Code sprint is expected to take place in Summer 2019.Another output is the implementation of a centralized helpdesk. This helpdesk is hosted by CLARIN-D and the solution of integration within the existing DARIAH website was the creation of a WordPress plugin. This plugin is used to connect our website with the OTRS server and allows the creation of issues easily by users unfamiliar with OTRS.Sustaining a research infrastructure involves also two important aspects: trust and education. For DARIAH, it is crucial to increase trust and confidence from its users. In DESIR we develop recommendations and strategies accordingly, targeting new cross-disciplinary communities, based on the results of a survey and interviews addressed to the scientific community, with different levels of approach - national, institutional and individual.In addition, education is a key area and the project contributes to the ongoing discussions about the role and modalities of training and education in the development, consolidation and sustainability of digital research infrastructures. We believe that investing time and efforts into training and educating users is a way of securing the social sustainability of a research infrastructure. International audience

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    Other literature type . 2019
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    Authors: Wilcke, W.X.; de Boer, Viktor; van Harmelen, Frank;

    In recent years, there has been a growing interest from the Digital Humanities in knowledge graphs as data modelling paradigm. Already, many data sets have been published as such and are available in the Linked Open Data cloud. With it, the nature of these data has shifted from unstructured to structured. This presents new opportunities for data mining. In this work, we investigate to what extend data mining can contribute to the understanding of archaeological knowledge, expressed as knowledge graph, and which form would best meet the communities' needs. A case study was held which involved the user-driven mining of generalized association rules. Experiments have shown that the approach yielded mostly plausible patterns, some of which were seen as highly relevant by domain experts.

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    Conference object . 2017
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    Authors: Scharnhorst, Andrea; Admiraal, Femmy; van Kranenburg, Peter; Guillotel-Nothmann, Christophe; +1 Authors

    This paper takes as an example the envisioned portal of the newly started Polifonia project that interlinks resources from very rich, old, established archives while making optimal use of the latest semantic web technologies. In the project, ten research pilots, spanning from historical bells and organ heritage, classification of polyphonic notated music, to the historical role of music in children's lives, form the driving force behind the development of the dedicated interface.Based on a mixture of participation and participatory observation, we describe and reflect on the processes involved in making the portal. In other words - exemplified with the case of Polifonia - we reflect on the role of interfaces (of various types, shapes, manifestations and/or durations) to organise knowledge in an interdisciplinary project. In particular, we focus on the role of data management within the project as a key component of research methodology and cross-disciplinary collaboration, rather than an administrative exercise. The knowledge generated by this part of the project serves at least three different purposes: (1) to envision new research questions (competence questions) guiding the engineering backbone processes; (2) to define the future elements of the portal both for experts, other researchers, wider public and specific parts of the wider public; and last but not least, (3) the documentation task needed to support reproducibility and FAIRness of all data processes. Figure 1 below illustrates how the three components, namely the sociotechnical roadmap of the portal, the ontology-based knowledge graphs created in the research pilots, and the data management plan form three complementary components of the Polifonia project, that ultimately all feed into the web portal.In this paper, we claim that behind any interface there is the need for a layer of interfaces that form the basis of the final interface visible to the public. These procedural, intermediary, interfaces take the form of meetings, shared notes, github presence - and will result in products of their own (Data Management Plan, knowledge graphs), as well as inform the decisions during the process of designing the portal.

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    Authors: Davidović, Davor; Cetinić, Eva; Skala, Karolj;
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    Authors: Foppiano, Luca; Romary, Laurent;

    This paper presents an attempt to provide a generic named-entity recognition and disambiguation module (NERD) called entity-fishing as a stable online service that demonstrates the possible delivery of sustainable technical services within DARIAH, the European digital research infrastructure for the arts and humanities. Deployed as part of the national infrastructure Huma-Num in France, this service provides an efficient state-of-the-art implementation coupled with standardised interfaces allowing an easy deployment on a variety of potential digital humanities contexts. Initially developed in the context of the FP9 EU project CENDARI, the software was well received by the user community and continued to be further developed within the H2020 HIRMEOS project where several open access publishers have integrated the service to their collections of published monographs as a means to enhance retrieval and access. entity-fishing implements entity extraction as well as disambiguation against Wikipedia and Wikidata entries. The service is accessible through a REST API which allows easier and seamless integration, language independent and stable convention and a widely used service-oriented architecture (SOA) design. Input and output data are carried out over a query data model with a defined structure providing flexibility to support the processing of partially annotated text or the repartition of text over several queries. The interface implements a variety of functionalities, like language recognition, sentence segmentation and modules for accessing and looking up concepts in the knowledge base. The API itself integrates more advanced contextual parametrisation or ranked outputs, allowing for the resilient integration in various possible use cases. The entity-fishing API has been used as a concrete use case to draft the experimental stand-off proposal, which has been submitted for integration into the TEI guidelines. The representation is also compliant with the Web Annotation Data Model (WADM). In this paper we aim at describing the functionalities of the service as a reference contribution to the subject of web-based NERD services. In this paper, we detail the workflow from input to output and unpack each building box in the processing flow. Besides, with a more academic approach, we provide a transversal schema of the different components taking into account non-functional requirements in order to facilitate the discovery of bottlenecks, hotspots and weaknesses. We also describe the underlying knowledge base, which is set up on the basis of Wikipedia and Wikidata content. We conclude the paper by presenting our solution for the service deployment: how and which the resources where allocated. The service has been in production since Q3 of 2017, and extensively used by the H2020 HIRMEOS partners during the integration with the publishing platforms. International audience

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    Authors: Barbot, Laure; Broeder, Daan; Durco, Matej; Jääskeläinen, Taina; +5 Authors
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    Authors: Toscano, Maurizio; Bocanegra Barbecho, Lidia; Ros, Salvador; Gonzalez-Blanco, Elena;

    This poster has been awarded with the Best Poster Award at DARIAH2020 virtual annual event https://twitter.com/dariaheu/status/1327290958971609090?s=21 In order to provide the global community of scholars working in this field with a greater understanding of the current Spanish scenario, LINHD has recently promoted a research on the evolution of Digital Humanities in Spain in the last 25 years, a timeframe comparable with Unsworth first formulation of scholarly primitives. More than 1,000 records have been mapped, distributed as follow: 577 researchers; 368 projects; 88 resources; 9 post-graduate courses; and 8 specialised journals. Digital resources (i.e. repositories of documents, collections of artefacts, crowdsourcing platforms, dictionaries, databases, etc.), which are the object of this poster, have been produced, most of the time, with the aim to publish a service to improve the basic of day-to-day research workflow in the Humanities. Our initial objectives were: to classify and describe the digital resources mapped according with the classical and new scholarly primitives, in order to highlight presences, absence and recurring associations of these categories; To visualize the relationships between scholarly primitives and other dimensions in our data, like discipline and typology. to identify how the introduction of digital tools and methods has affected the basic functions of research in the Humanities in Spain over time. Data analysed is part of a larger dataset that can be downloaded at https://doi.org/10.5281/zenodo.3893546 The whole dataset has been extensively analysed in https://doi.org/10.3145/epi.2020.nov.01

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    Authors: Ribbe, Paulin; Engelhardt, Claudia; Larrousse, Nicolas; Leone, Claudio; +4 Authors

    International audience

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    Authors: Hube, Christoph; Fetahu, Besnik;

    Biased language commonly occurs around topics which are of controversial nature, thus, stirring disagreement between the different involved parties of a discussion. This is due to the fact that for language and its use, specifically, the understanding and use of phrases, the stances are cohesive within the particular groups. However, such cohesiveness does not hold across groups. In collaborative environments or environments where impartial language is desired (e.g. Wikipedia, news media), statements and the language therein should represent equally the involved parties and be neutrally phrased. Biased language is introduced through the presence of inflammatory words or phrases, or statements that may be incorrect or one-sided, thus violating such consensus. In this work, we focus on the specific case of phrasing bias, which may be introduced through specific inflammatory words or phrases in a statement. For this purpose, we propose an approach that relies on a recurrent neural networks in order to capture the inter-dependencies between words in a phrase that introduced bias. We perform a thorough experimental evaluation, where we show the advantages of a neural based approach over competitors that rely on word lexicons and other hand-crafted features in detecting biased language. We are able to distinguish biased statements with a precision of P=0.92, thus significantly outperforming baseline models with an improvement of over 30%. Finally, we release the largest corpus of statements annotated for biased language. Comment: The Twelfth ACM International Conference on Web Search and Data Mining, February 11--15, 2019, Melbourne, VIC, Australia

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    https://doi.org/10.1145/328960...
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    Authors: Maryl, Maciej; Błaszczyńska, Marta; Szulińska, Agnieszka; Rams, Paweł;

    John Unsworth (2000) proposed a tentative list of scholarly primitives, and although he made a reservation that it was not meant to be exhaustive, one omission is striking, namely the exclusion of communicating. It is even more visible once one realises that all the examples he provides in the paper of comparison IBabble), linking (Blake Archive), or sampling (VRML visualisation of Dante’s Inferno) have the indispensable communication component attached to them. The aim of this presentation is two-fold. First of all, we will reclaim the role of communication as one of the fundamental functional primitives, crucial in all stages of the research workflow. To use Unsworth’s nomenclature, communication takes advantage of the additive characteristics of scholarly primitives and enters into combinations with all other scholarly primitives. Secondly, right after reestablishing the communication as a scholarly primitive we will swiftly proceed to problematise the notion of its universality for all disciplines through exploration of the specificity of scholarly communication in the humanities. We will achieve that using New Panorama of Polish Literature (NPLP.pl) as a case-study, outlining the relevant digital infrastructure for the humanities. It has long been suggested that communication should be seen as a fundamental element of the research workflow, rather than an activity running somewhat separate to the research practice (Latour and Woolgar 1986; Garvey 1979; Galison and Galison 1997; Nielsen 2011). Recently this idea wass reinforced by Hillyer et al. (2017) who describe open science as “opening of the entire research cycle” and include communication as one of its key elements. It means that dissemination is no longer perceived as the final stage of a research process but becomes an integral part of all scholarly activities. New digital methods and tools (Dallas et al. 2017), including electronic communication and social media (Kjellberg 2010), facilitate this process. allowing scholars to communicate and collaborate with each other and the wider audience quickly and efficiently at all stages of their work. This also includes intermediary results of the work, including raw and secondary data (Castelli, Manghi, and Thanos 2013). The incorporation of communication into all stages of the research workflow also means that choosing a certain communication strategy is obviously influenced by the perceived goal, but also the goal influences other phases of the research process. This feedback loop more precisely on the example of NPLP, a research infrastructure for literary scholars enabling the creation of extended, multimedia monographs and presenting scholarly arguments through linking text with image, visualisation, map and video content. Yet, Creating a new digital collection forces researchers to rethink how their work is presented, categorised and displayed . For instance in "Postmodern Sienkiewicz" collection (http://nplp.pl/en/kolekcja/postmodern-sienkiewicz/) authors divided their articles into shorter fragments with additional iconography allowing for non-linear reading and access through image-interface. These activities required additional work on the stage of data collection, analysis and interpretation. In conclusion we will tackle upon the question remains to what extent such communication practices are universal for all sciences and what could be treated as reserved for the humanities in the spirit of Diltheyan disctinction between explaining (in sciences) and understanding (in the humanities). {"references": ["Castelli, D., P. Manghi, and C. Thanos. 2013. 'A Vision towards Scientific Communication Infrastructures: On Bridging the Realms of Research Digital Libraries and Scientific Data Centers'. International Journal on Digital Libraries 13 (3\u20134): 155\u201369. https://doi.org/10.1007/s00799-013-0106-7.", "Dallas, Costis, Nephelie Chatzidiakou, Agiatis Benardou, Michael Bender, Aur\u00e9lien Berra, Claire Clivaz, John Cunningham, et al. 2017. 'European Survey on Scholarly Practices and Digital Needs in the Arts and Humanities - Highlights Report'. Zenodo. https://doi.org/10.5281/zenodo.260101.", "Galison, Peter, and Joseph Pellegrino University Professor Peter Galison. 1997. Image and Logic: A Material Culture of Microphysics. University of Chicago Press.", "Garvey, WILLIAM D. 1979. 'CHAPTER 1 - The Role of Scientific Communication in the Conduct of Research and the Creation of Scientific Knowledge'. In Communication: The Essence of Science, edited by WILLIAM D. Garvey, 1\u201339. Pergamon. https://doi.org/10.1016/B978-0-08-023344-4.50006-4.", "Hillyer, Rebecca, Alejandro Posada, Denisse Albornoz, Leslie Chan, and Angela Okune. 2017. 'Framing a Situated and Inclusive Open Science: Emerging Lessons from the Open and Collaborative Science in Development Network'. 2017.", "Kjellberg, Sara. 2010. 'I Am a Blogging Researcher: Motivations for Blogging in a Scholarly Context'. First Monday 15 (8). https://doi.org/10.5210/fm.v15i8.2962.", "Latour, Bruno, and Steve Woolgar. 1986. Laboratory Life: The Construction of Scientific Facts. Princeton University Press.", "Nielsen, Michael A. 2011. Reinventing Discovery\u202f: The New Era of Networked Science. Princeton, N.J.: Princeton University Press. http://press.princeton.edu/titles/9517.html.", "Unsworth, John. 2000. 'Scholarly Primitives: What Methods Do Humanities Researchers Have in Common, and How Might Our Tools Reflect This?' In . King's College London. http://people.brandeis.edu/~unsworth/Kings.5-00/primitives.html."]}

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    Authors: Raciti, Marco; Gabay, Simon; Moranville, Yoann; Jorge, Maria do Rosário; +1 Authors

    Europe has a long and rich tradition as a centre of research and teaching in the arts and humanities. However, the huge digital transformation that affects the arts and humanities research landscape all over the world requires that we set up sustainable research infrastructures, new and refined techniques, state-of-the-art methods and an expanded skills base. Responding to these challenges, the Digital Research Infrastructure for Arts and Humanities (DARIAH) was launched as a pan-European network and research infrastructure. After expansion and consolidation, which involved DARIAH’s inclusion in the ESFRI roadmap, DARIAH became a European Research Infrastructure Consortium (ERIC) in 2014. The Horizon 2020 funded project DESIR (DARIAH ERIC Sustainability Refined) sets out to strengthen the sustainability of DARIAH and help establish it as a reliable long-term partner within our communities. Sustaining existing digital expertise, tools, resources in Europe in the context of DESIR involves a goal-oriented set of measures in order to first, maintain, expand and develop DARIAH in its capacities as an organisation and technical research infrastructure; secondly, to engage its members further, as well as measure and increase their trust in DARIAH; thirdly, to expand the network in order to integrate new regions and communities. The DESIR consortium is composed of core DARIAH members, representatives from potential new DARIAH members and external technical experts. The sustainability of a research infrastructure is the capacity to remain operative, effective and competitive over its expected lifetime. In DESIR, this definition is translated into an evolving 6-dimensional process, divided into the following challenges:•Dissemination•Growth•Technology•Robustness•Trust•EducationWith our poster, we would like to show how the project helps sustaining DARIAH. Within DESIR, dissemination is the ability to communicate DARIAH’s strategy and benefits effectively within the DARIAH community and in new areas, spreading out to new communities. Through the international workshops held at Stanford University and at the Library of Congress, DARIAH has been introduced to many non-European DH scholars. These events were an important first step to foster international cooperation between US and European colleagues as well as a catalyst for ongoing collaborations in the future. A third workshop took place in Canberra at the Australian Research Data Commons in March 2019.DARIAH has currently 17 members from all over Europe. Nevertheless, efforts should be made to include as many countries as possible to bring in and scale, to a European level, even more state-of-the-art DH activities.Six candidates ready for building strong national consortia have been identified, enabling a substantial expansion of DARIAH’s country coverage. Additionally, thematic workshops are organised in each country as well as tailored training measures.DESIR widens the research infrastructure in core areas which are vital for DARIAH’s sustainability but are not yet covered by the existing set-up. As DARIAH expands across Europe, continuously enhancing and further developing the ERIC exceeds DARIAH’s internal technological capacities. Two notable results were achieved so far: firstly, the publication of a technical reference as a result of a workshop organised in October 2017 with CESSDA and CLARIN. It’s a collection of basic guidelines and references for development and maintenance of infrastructure services within DARIAH and beyond, addressing an ongoing issue for research infrastructures, namely software sustainability. Secondly, the organisation of a Code Sprint, focusing on bibliographical and citation metadata, which helped shaping DARIAH’s profile in four technology areas (visualisation, text analytic services, entity-based search and scholarly content management). Another Code sprint is expected to take place in Summer 2019.Another output is the implementation of a centralized helpdesk. This helpdesk is hosted by CLARIN-D and the solution of integration within the existing DARIAH website was the creation of a WordPress plugin. This plugin is used to connect our website with the OTRS server and allows the creation of issues easily by users unfamiliar with OTRS.Sustaining a research infrastructure involves also two important aspects: trust and education. For DARIAH, it is crucial to increase trust and confidence from its users. In DESIR we develop recommendations and strategies accordingly, targeting new cross-disciplinary communities, based on the results of a survey and interviews addressed to the scientific community, with different levels of approach - national, institutional and individual.In addition, education is a key area and the project contributes to the ongoing discussions about the role and modalities of training and education in the development, consolidation and sustainability of digital research infrastructures. We believe that investing time and efforts into training and educating users is a way of securing the social sustainability of a research infrastructure. International audience

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    Authors: Wilcke, W.X.; de Boer, Viktor; van Harmelen, Frank;

    In recent years, there has been a growing interest from the Digital Humanities in knowledge graphs as data modelling paradigm. Already, many data sets have been published as such and are available in the Linked Open Data cloud. With it, the nature of these data has shifted from unstructured to structured. This presents new opportunities for data mining. In this work, we investigate to what extend data mining can contribute to the understanding of archaeological knowledge, expressed as knowledge graph, and which form would best meet the communities' needs. A case study was held which involved the user-driven mining of generalized association rules. Experiments have shown that the approach yielded mostly plausible patterns, some of which were seen as highly relevant by domain experts.

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    Authors: Scharnhorst, Andrea; Admiraal, Femmy; van Kranenburg, Peter; Guillotel-Nothmann, Christophe; +1 Authors

    This paper takes as an example the envisioned portal of the newly started Polifonia project that interlinks resources from very rich, old, established archives while making optimal use of the latest semantic web technologies. In the project, ten research pilots, spanning from historical bells and organ heritage, classification of polyphonic notated music, to the historical role of music in children's lives, form the driving force behind the development of the dedicated interface.Based on a mixture of participation and participatory observation, we describe and reflect on the processes involved in making the portal. In other words - exemplified with the case of Polifonia - we reflect on the role of interfaces (of various types, shapes, manifestations and/or durations) to organise knowledge in an interdisciplinary project. In particular, we focus on the role of data management within the project as a key component of research methodology and cross-disciplinary collaboration, rather than an administrative exercise. The knowledge generated by this part of the project serves at least three different purposes: (1) to envision new research questions (competence questions) guiding the engineering backbone processes; (2) to define the future elements of the portal both for experts, other researchers, wider public and specific parts of the wider public; and last but not least, (3) the documentation task needed to support reproducibility and FAIRness of all data processes. Figure 1 below illustrates how the three components, namely the sociotechnical roadmap of the portal, the ontology-based knowledge graphs created in the research pilots, and the data management plan form three complementary components of the Polifonia project, that ultimately all feed into the web portal.In this paper, we claim that behind any interface there is the need for a layer of interfaces that form the basis of the final interface visible to the public. These procedural, intermediary, interfaces take the form of meetings, shared notes, github presence - and will result in products of their own (Data Management Plan, knowledge graphs), as well as inform the decisions during the process of designing the portal.

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    Authors: Davidović, Davor; Cetinić, Eva; Skala, Karolj;
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    Authors: Foppiano, Luca; Romary, Laurent;

    This paper presents an attempt to provide a generic named-entity recognition and disambiguation module (NERD) called entity-fishing as a stable online service that demonstrates the possible delivery of sustainable technical services within DARIAH, the European digital research infrastructure for the arts and humanities. Deployed as part of the national infrastructure Huma-Num in France, this service provides an efficient state-of-the-art implementation coupled with standardised interfaces allowing an easy deployment on a variety of potential digital humanities contexts. Initially developed in the context of the FP9 EU project CENDARI, the software was well received by the user community and continued to be further developed within the H2020 HIRMEOS project where several open access publishers have integrated the service to their collections of published monographs as a means to enhance retrieval and access. entity-fishing implements entity extraction as well as disambiguation against Wikipedia and Wikidata entries. The service is accessible through a REST API which allows easier and seamless integration, language independent and stable convention and a widely used service-oriented architecture (SOA) design. Input and output data are carried out over a query data model with a defined structure providing flexibility to support the processing of partially annotated text or the repartition of text over several queries. The interface implements a variety of functionalities, like language recognition, sentence segmentation and modules for accessing and looking up concepts in the knowledge base. The API itself integrates more advanced contextual parametrisation or ranked outputs, allowing for the resilient integration in various possible use cases. The entity-fishing API has been used as a concrete use case to draft the experimental stand-off proposal, which has been submitted for integration into the TEI guidelines. The representation is also compliant with the Web Annotation Data Model (WADM). In this paper we aim at describing the functionalities of the service as a reference contribution to the subject of web-based NERD services. In this paper, we detail the workflow from input to output and unpack each building box in the processing flow. Besides, with a more academic approach, we provide a transversal schema of the different components taking into account non-functional requirements in order to facilitate the discovery of bottlenecks, hotspots and weaknesses. We also describe the underlying knowledge base, which is set up on the basis of Wikipedia and Wikidata content. We conclude the paper by presenting our solution for the service deployment: how and which the resources where allocated. The service has been in production since Q3 of 2017, and extensively used by the H2020 HIRMEOS partners during the integration with the publishing platforms. International audience

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    Authors: Barbot, Laure; Broeder, Daan; Durco, Matej; Jääskeläinen, Taina; +5 Authors
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    Authors: Toscano, Maurizio; Bocanegra Barbecho, Lidia; Ros, Salvador; Gonzalez-Blanco, Elena;

    This poster has been awarded with the Best Poster Award at DARIAH2020 virtual annual event https://twitter.com/dariaheu/status/1327290958971609090?s=21 In order to provide the global community of scholars working in this field with a greater understanding of the current Spanish scenario, LINHD has recently promoted a research on the evolution of Digital Humanities in Spain in the last 25 years, a timeframe comparable with Unsworth first formulation of scholarly primitives. More than 1,000 records have been mapped, distributed as follow: 577 researchers; 368 projects; 88 resources; 9 post-graduate courses; and 8 specialised journals. Digital resources (i.e. repositories of documents, collections of artefacts, crowdsourcing platforms, dictionaries, databases, etc.), which are the object of this poster, have been produced, most of the time, with the aim to publish a service to improve the basic of day-to-day research workflow in the Humanities. Our initial objectives were: to classify and describe the digital resources mapped according with the classical and new scholarly primitives, in order to highlight presences, absence and recurring associations of these categories; To visualize the relationships between scholarly primitives and other dimensions in our data, like discipline and typology. to identify how the introduction of digital tools and methods has affected the basic functions of research in the Humanities in Spain over time. Data analysed is part of a larger dataset that can be downloaded at https://doi.org/10.5281/zenodo.3893546 The whole dataset has been extensively analysed in https://doi.org/10.3145/epi.2020.nov.01

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    Authors: Ribbe, Paulin; Engelhardt, Claudia; Larrousse, Nicolas; Leone, Claudio; +4 Authors

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    Authors: Hube, Christoph; Fetahu, Besnik;

    Biased language commonly occurs around topics which are of controversial nature, thus, stirring disagreement between the different involved parties of a discussion. This is due to the fact that for language and its use, specifically, the understanding and use of phrases, the stances are cohesive within the particular groups. However, such cohesiveness does not hold across groups. In collaborative environments or environments where impartial language is desired (e.g. Wikipedia, news media), statements and the language therein should represent equally the involved parties and be neutrally phrased. Biased language is introduced through the presence of inflammatory words or phrases, or statements that may be incorrect or one-sided, thus violating such consensus. In this work, we focus on the specific case of phrasing bias, which may be introduced through specific inflammatory words or phrases in a statement. For this purpose, we propose an approach that relies on a recurrent neural networks in order to capture the inter-dependencies between words in a phrase that introduced bias. We perform a thorough experimental evaluation, where we show the advantages of a neural based approach over competitors that rely on word lexicons and other hand-crafted features in detecting biased language. We are able to distinguish biased statements with a precision of P=0.92, thus significantly outperforming baseline models with an improvement of over 30%. Finally, we release the largest corpus of statements annotated for biased language. Comment: The Twelfth ACM International Conference on Web Search and Data Mining, February 11--15, 2019, Melbourne, VIC, Australia

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    Other literature type . Preprint . 2018
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    http://arxiv.org/pdf/1811.0574...
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    https://doi.org/10.1145/328960...
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