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  • Digital Humanities and Cultural Heritage
  • 2019-2023
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  • Publikationer från Umeå universitet
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  • Digital Humanities and Cultural Heritage

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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: Ait Lahmouch, Nadir;

    Uppgifter för behandling av naturliga språk (NLP) har under de senaste åren visat sig vara särskilt effektiva när man använder förtränade språkmodeller som BERT. Det enorma kravet på datorresurser som krävs för att träna sådana modeller gör det dock svårt att använda dem i verkligheten. För att lösa detta problem har komprimeringsmetoder utvecklats. I det här projektet studeras, genomförs och testas några av dessa metoder för komprimering av neurala nätverk för textbearbetning. I vårt fall var den mest effektiva metoden Knowledge Distillation, som består i att överföra kunskap från ett stort neuralt nätverk, som kallas läraren, till ett litet neuralt nätverk, som kallas eleven. Det finns flera varianter av detta tillvägagångssätt, som skiljer sig åt i komplexitet. Vi kommer att titta på två av dem i det här projektet. Den första gör det möjligt att överföra kunskap mellan ett neuralt nätverk och en mindre dubbelriktad LSTM, genom att endast använda resultatet från den större modellen. Och en andra, mer komplex metod som uppmuntrar elevmodellen att också lära sig av lärarmodellens mellanliggande lager för att utvinna kunskap. Det slutliga målet med detta projekt är att ge företagets datavetare färdiga komprimeringsmetoder för framtida projekt som kräver användning av djupa neurala nätverk för NLP. Natural language processing (NLP) tasks have proven to be particularly effective when using pre-trained language models such as BERT. However, the enormous demand on computational resources required to train such models makes their use in the real world difficult. To overcome this problem, compression methods have emerged in recent years. In this project, some of these neural network compression approaches for text processing are studied, implemented and tested. In our case, the most efficient method was Knowledge Distillation, which consists in transmitting knowledge from a large neural network, called teacher, to a small neural network, called student. There are several variants of this approach, which differ in their complexity. We will see two of them in this project, the first one which allows a knowledge transfer between any neural network and another smaller bidirectional LSTM, using only the output of the larger model. And a second, more complex approach that encourages the student model to also learn from the intermediate layers of the teacher model for incremental knowledge extraction. The ultimate goal of this project is to provide the company’s data scientists with ready-to-use compression methods for their future projects requiring the use of deep neural networks for NLP. 

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    Authors: Lindskog, Åsa;

    This essay examines the disability movement in Värmland from 1956 to 1962, through a case study of the association RBU Värmland. Focusing on the starting point of the association, it explores whether their initial purpose and ambitions were fulfilled. RBU Värmland's main purpose was to promote the improved care and treatment of children with Cerebral Palsy, as well as to provide information and support to their parents. The association meant to work with these particular issues because of the disadvantages that these children and their families faced in the society of this time. For example, the healthcare in Sweden did not have the resources to provide satisfactory treatment for the children, and parents had to struggle to take care of them. During the association’s first ten years, it succeeded in improving both these aspects of the lives of children with Cerebral Palsy and their families. They carried out treatment periods where these children received much needed care, while their parents acquired knowledge and support through courses, amongst other things. In the essay, the interpretation of these actions draws on both Michel Foucault's perspective on power, as well as feminist theory. In light of Foucault’s ideas, the association is interpreted as a tool of power, where everyone involved were exercising power on various occasions. Sometimes the motif was to help the children in different ways, and sometimes the purpose was a different one, but either way power was exercised and redistributed. Denna uppsats undersöker handikapprörelsen i Värmland från 1952 till 1962, genom en fallstudie av föreningen RBU Värmland. I fokus ligger föreningens startpunkt, och om deras initiala syfte och ambitioner blev uppfyllda. RBU Värmland hade som sitt huvudsakliga syfte att verka för CP-skadade barns förbättrade vård och behandling, samt att stötta och ge upplysning till deras föräldrar. Föreningen menade att arbeta för just dessa frågor eftersom de var eftersatta i den tidens samhälle, då vården saknade resurser för att bereda en tillfredsställande vård för barnen, samtidigt som föräldrarna fick slita mycket hårt för sina barns omsorg. Föreningen lyckades under sina första tio år att förbättra båda dessa aspekter av de CP-skadade barnens samt deras anhörigas liv, då de bland annat genomförde behandlingsperioder där barnen fick välbehövlig vård, samtidigt som föräldrarna fick hjälp genom kurser, ekonomiskt stöd och dylikt. Dessa gärningar tolkas i uppsatsen både utifrån Michel Foucaults maktperspektiv, samt feministiska teoribildningar. I ljus av Foucaults idéer tolkas föreningen som ett maktredskap, där samtliga aktörer vid olika tillfällen utövade makt. Ibland var motivet att på olika sätt hjälpa de CP-skadade barnen, och ibland var motivet något annat, men oavsett utövades och omfördelades makt. 

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    Authors: Hristov, Kristian; Linderholm, Johan; Eriksson, Samuel; Hristova, Ivanka;
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    Authors: Andrej Kotljarchuk;

    AbstractThousands of Roma were killed in Ukraine by the Nazis and auxiliary police on the spot. There are more than 50,000 Roma in today’s Ukraine, represented by second and third generation decendants of the genocide survivors. The discussion on Roma identity cannot be isolated from the memory of the genocide, which makes the struggle over the past a reflexive landmark that mobilizes the Roma movement. About twenty Roma genocide memorials have been erected in Ukraine during last decade, and in 2016 the national memorial of the Roma genocide was opened in Babi Yar. However, scholars do not have a clear picture of memory narratives and memory practices of the Roma genocide in Ukraine. A comprehensive analysis of the contemporary situation is not possible without an examination of the history and memory of the Roma genocide before 1991.

    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/ Publikationer från S...arrow_drop_down
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    Nationalities Papers
    Article
    License: CC BY
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    Nationalities Papers
    Article . 2021 . Peer-reviewed
    License: CC BY
    Data sources: Crossref
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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/ Publikationer från S...arrow_drop_down
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      Nationalities Papers
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      Nationalities Papers
      Article . 2021 . Peer-reviewed
      License: CC BY
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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: Johanna Overud;

    This article considers colonial rhetoric manifested in representations of early settlement in the mining town of Kiruna in northernmost Sweden. Kiruna was founded more than 100 years ago by the LKAB Company with its centre the prosperous mine on Sami land. Continued iron ore mining has made it necessary to relocate the town centre a few kilometres north-east of its original location to ensure the safety of the people. The ongoing process of the town’s transformation due to industrial expansion has given rise to the creation of a memorial park between the town and the mine, in which two historical photographs have been erected on huge concrete blocks. For the Swedish Sami, the indigenous people, the transformation means further exploitation of their reindeer grazing lands and forced adaption to industrial expansion. The historical photographs in the memorial park fit into narratives of colonial expansion and exploration that represent the town’s colonial past. Both pictures are connected to colonial, racialised and gendered space during the early days of industrial colonialism. The context has been set by discussions about what Kiruna “is”, and how it originated. My aim is to study the role of collective memory in mediating a colonial past, by exploring the representations that are connected to and evoked by these pictures. In this progressive transformation of the town, what do these photographic memorials represent in relation to space? What are the values made visible in these photographs? I also discuss the ways in which Kiruna’s history becomes manifested in the town’s transformation and the use of history in urban planning. I argue that, in addressing the colonial history of Kiruna, it is timely to reconsider how memories of a town are communicated into the future by references to the past. I also claim that memory, history, and remembrance and forgetting are represented in this process of history-making and that they intersect gender, class and ethnicity.

    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/ Publikationer från U...arrow_drop_down
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    Culture Unbound: Journal of Current Cultural Research
    Article . 2019 . Peer-reviewed
    License: CC BY NC
    Data sources: Crossref
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      Culture Unbound: Journal of Current Cultural Research
      Article . 2019 . Peer-reviewed
      License: CC BY NC
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    Authors: Hanna Östholm;

    School in the shadow: Private education in Stockholm 1735. During the early eighteenth century, private education was a more significant sector of the educational market than was public education, regarding the number of students and teachers, the presence of female students and teachers, the social background of the students, and the introduction of a more diverse and modern curriculum. Hitherto, little has been known of the actual scope or general conditions of private education, which has been over-shadowed by studies of public education. The article maps private education through the Stockholm Church Consistory’s (Stockholms stads konsistorium) thorough inventory of private teachers in the capital of Sweden during 1734–36, providing information of both suppliers and consumers within the private sector of the educational market, as well as of the practice and functions of private education in early modern time.

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    Nordic Journal of Educational History
    Article . 2020 . Peer-reviewed
    License: CC BY
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      Nordic Journal of Educational History
      Article . 2020 . Peer-reviewed
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    Authors: Boethius, Adam;
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    Lund University Publications
    Part of book or chapter of book . 2021
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      Lund University Publications
      Part of book or chapter of book . 2021
  • 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: Öhman, Terese;

    Denna uppsats är en studie av Blåsmarks bönhusförenings nedläggning och överlåtelsen avbönhuset till Blåsmarks DUF år 1947. Studien är begränsad till tidsperioden 1945–1948 föratt undersöka föreningarna innan och efter den händelse som är i fokus i uppsatsen och ärbaserad på de mötesprotokoll bägge föreningar förde under tidsperioden 1945-1948. Iuppsatsen undersöks föreningarnas arbete innan bönhusföreningens nedläggning 1947 samtorsakerna bakom dess nedläggning och vilka följder det fick för Blåsmarks DUF. Skeendetundersöks ur ett processperspektiv och följer den analytiskt-rationella modellen. Studiensresultat visade att bönhusföreningens nedläggning och överlåtelse av bönhus till BlåsmarksDUF var ett beslut taget främst på grund av att båda föreningarna bestod av samma medlemmar och arbetet med bönhuset redan till stor del utfördes av Blåsmarks DUF. Vidarevisade även studien att arbetet för Blåsmarks DUF föreföll sig detsamma efter övertagandetav bönhuset men att det utökades till att omfatta frågor gällande skötseln av bönhuset. Detframkom även i studien hur Blåsmarks DUF glädjes av att få ett eget bönhus och att beslutetfrån båda föreningar varit enhälligt och utan opposition. This thesis offers a study of the closure of the Blåsmarks bönhusförenings and the transfer ofthe prayer house to Blåsmarks DUF in 1947. The study is limited to the period 1945-1948 toexamine the associations before and after the events in question and is based on the protocolswritten during both associations’ meetings between 1945-1948. The essay examines theassociations’ work before Blåsmarks bönhusförenings closure in 1947, the reasons behind itsclosure and what consequences it had for Blåsmarks DUF. The event is examined from a process perspective and follows the analytical-rational model. The results of the study showedthat Blåsmarks bönhusförenings closure and the transfer of the prayer house was a decisionmade mainly because both associations consisted of the same members and the work with theprayer house was already largely carried out by Blåsmarks DUF. Furthermore, the study alsoshowed that the work for Blåsmarks DUF is pleased to have its own prayer house and that thedecision to transfer it to them was unanimous and without opposition. 

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    Authors: Sjöbergh, Jonas; Kann, Viggo;

    We present an online API to access a number of Natural Language Processing services developed at KTH. The services work on Swedish text. They include tokenization, part-of-speech tagging, shallow parsing, compound word analysis, word inflection, lemmatization, spelling error detection and correction, grammar checking, and more. The services can be accessed in several ways, including a RESTful interface, direct socket communication, and premade Web forms. The services are open to anyone. The source code is also freely available making it possible to set up another server or run the tools locally. We have also evaluated the performance of several of the services and compared them to other available systems. Both the precision and the recall for the Granska grammar checker are higher than for both Microsoft Word and Google Docs. The evaluation also shows that the recall is greatly improved when combining all the grammar checking services in the API, compared to any one method, and combining services is made easy by the API. QC 20230328

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    https://ecp.ep.liu.se/index.ph...
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    Publikationer från KTH
    Article . 2021 . Peer-reviewed
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    https://doi.org/10.3384/ecp184...
    Conference object . 2021 . Peer-reviewed
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      Publikationer från KTH
      Article . 2021 . Peer-reviewed
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      https://doi.org/10.3384/ecp184...
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    Authors: Axelsson Blomqvist, Erik;

    Syftet med denna studie har varit att undersöka förhållandet mellan den svenska hembygdsrörelsen och länsmuseerna, för att ta reda på om det finns ett fungerande samarbete mellan dem, vad samarbetet innefattar, hur attityderna gentemot samarbete är och om länsmuseerna har något formellt ansvar för att bedriva samarbete med hembygdsrörelsen. Studien har genomförts huvudsakligen genom litteraturstudier samt två enkätundersökningar och presenterar resultat för varje län i Sverige. De genomförda undersökningarna har visat på att det i varje län generellt finns välfungerande samarbeten av någon omfattning mellan de båda parterna. Samarbetena kretsar kring ett antal olika områden såsom vanligtvis rådgivning, kursverksamhet, projekt, administration med mera. Attityderna till samarbete uppfattas från båda parter generellt vara goda, de anser att de kan komplettera varandra och gemensamt kan dra nytta av välfungerande samarbeten. Länsmuseerna har inget formellt ansvar för att samverka med hembygdsrörelsen men det finns ett antal dokument som uttrycker att samarbete är önskvärt och bör eftersträvas.

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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: Ait Lahmouch, Nadir;

    Uppgifter för behandling av naturliga språk (NLP) har under de senaste åren visat sig vara särskilt effektiva när man använder förtränade språkmodeller som BERT. Det enorma kravet på datorresurser som krävs för att träna sådana modeller gör det dock svårt att använda dem i verkligheten. För att lösa detta problem har komprimeringsmetoder utvecklats. I det här projektet studeras, genomförs och testas några av dessa metoder för komprimering av neurala nätverk för textbearbetning. I vårt fall var den mest effektiva metoden Knowledge Distillation, som består i att överföra kunskap från ett stort neuralt nätverk, som kallas läraren, till ett litet neuralt nätverk, som kallas eleven. Det finns flera varianter av detta tillvägagångssätt, som skiljer sig åt i komplexitet. Vi kommer att titta på två av dem i det här projektet. Den första gör det möjligt att överföra kunskap mellan ett neuralt nätverk och en mindre dubbelriktad LSTM, genom att endast använda resultatet från den större modellen. Och en andra, mer komplex metod som uppmuntrar elevmodellen att också lära sig av lärarmodellens mellanliggande lager för att utvinna kunskap. Det slutliga målet med detta projekt är att ge företagets datavetare färdiga komprimeringsmetoder för framtida projekt som kräver användning av djupa neurala nätverk för NLP. Natural language processing (NLP) tasks have proven to be particularly effective when using pre-trained language models such as BERT. However, the enormous demand on computational resources required to train such models makes their use in the real world difficult. To overcome this problem, compression methods have emerged in recent years. In this project, some of these neural network compression approaches for text processing are studied, implemented and tested. In our case, the most efficient method was Knowledge Distillation, which consists in transmitting knowledge from a large neural network, called teacher, to a small neural network, called student. There are several variants of this approach, which differ in their complexity. We will see two of them in this project, the first one which allows a knowledge transfer between any neural network and another smaller bidirectional LSTM, using only the output of the larger model. And a second, more complex approach that encourages the student model to also learn from the intermediate layers of the teacher model for incremental knowledge extraction. The ultimate goal of this project is to provide the company’s data scientists with ready-to-use compression methods for their future projects requiring the use of deep neural networks for NLP. 

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    Authors: Lindskog, Åsa;

    This essay examines the disability movement in Värmland from 1956 to 1962, through a case study of the association RBU Värmland. Focusing on the starting point of the association, it explores whether their initial purpose and ambitions were fulfilled. RBU Värmland's main purpose was to promote the improved care and treatment of children with Cerebral Palsy, as well as to provide information and support to their parents. The association meant to work with these particular issues because of the disadvantages that these children and their families faced in the society of this time. For example, the healthcare in Sweden did not have the resources to provide satisfactory treatment for the children, and parents had to struggle to take care of them. During the association’s first ten years, it succeeded in improving both these aspects of the lives of children with Cerebral Palsy and their families. They carried out treatment periods where these children received much needed care, while their parents acquired knowledge and support through courses, amongst other things. In the essay, the interpretation of these actions draws on both Michel Foucault's perspective on power, as well as feminist theory. In light of Foucault’s ideas, the association is interpreted as a tool of power, where everyone involved were exercising power on various occasions. Sometimes the motif was to help the children in different ways, and sometimes the purpose was a different one, but either way power was exercised and redistributed. Denna uppsats undersöker handikapprörelsen i Värmland från 1952 till 1962, genom en fallstudie av föreningen RBU Värmland. I fokus ligger föreningens startpunkt, och om deras initiala syfte och ambitioner blev uppfyllda. RBU Värmland hade som sitt huvudsakliga syfte att verka för CP-skadade barns förbättrade vård och behandling, samt att stötta och ge upplysning till deras föräldrar. Föreningen menade att arbeta för just dessa frågor eftersom de var eftersatta i den tidens samhälle, då vården saknade resurser för att bereda en tillfredsställande vård för barnen, samtidigt som föräldrarna fick slita mycket hårt för sina barns omsorg. Föreningen lyckades under sina första tio år att förbättra båda dessa aspekter av de CP-skadade barnens samt deras anhörigas liv, då de bland annat genomförde behandlingsperioder där barnen fick välbehövlig vård, samtidigt som föräldrarna fick hjälp genom kurser, ekonomiskt stöd och dylikt. Dessa gärningar tolkas i uppsatsen både utifrån Michel Foucaults maktperspektiv, samt feministiska teoribildningar. I ljus av Foucaults idéer tolkas föreningen som ett maktredskap, där samtliga aktörer vid olika tillfällen utövade makt. Ibland var motivet att på olika sätt hjälpa de CP-skadade barnen, och ibland var motivet något annat, men oavsett utövades och omfördelades makt. 

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    Authors: Hristov, Kristian; Linderholm, Johan; Eriksson, Samuel; Hristova, Ivanka;
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    Authors: Andrej Kotljarchuk;

    AbstractThousands of Roma were killed in Ukraine by the Nazis and auxiliary police on the spot. There are more than 50,000 Roma in today’s Ukraine, represented by second and third generation decendants of the genocide survivors. The discussion on Roma identity cannot be isolated from the memory of the genocide, which makes the struggle over the past a reflexive landmark that mobilizes the Roma movement. About twenty Roma genocide memorials have been erected in Ukraine during last decade, and in 2016 the national memorial of the Roma genocide was opened in Babi Yar. However, scholars do not have a clear picture of memory narratives and memory practices of the Roma genocide in Ukraine. A comprehensive analysis of the contemporary situation is not possible without an examination of the history and memory of the Roma genocide before 1991.

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    Nationalities Papers
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    Nationalities Papers
    Article . 2021 . Peer-reviewed
    License: CC BY
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      Nationalities Papers
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      Nationalities Papers
      Article . 2021 . Peer-reviewed
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    Authors: Johanna Overud;

    This article considers colonial rhetoric manifested in representations of early settlement in the mining town of Kiruna in northernmost Sweden. Kiruna was founded more than 100 years ago by the LKAB Company with its centre the prosperous mine on Sami land. Continued iron ore mining has made it necessary to relocate the town centre a few kilometres north-east of its original location to ensure the safety of the people. The ongoing process of the town’s transformation due to industrial expansion has given rise to the creation of a memorial park between the town and the mine, in which two historical photographs have been erected on huge concrete blocks. For the Swedish Sami, the indigenous people, the transformation means further exploitation of their reindeer grazing lands and forced adaption to industrial expansion. The historical photographs in the memorial park fit into narratives of colonial expansion and exploration that represent the town’s colonial past. Both pictures are connected to colonial, racialised and gendered space during the early days of industrial colonialism. The context has been set by discussions about what Kiruna “is”, and how it originated. My aim is to study the role of collective memory in mediating a colonial past, by exploring the representations that are connected to and evoked by these pictures. In this progressive transformation of the town, what do these photographic memorials represent in relation to space? What are the values made visible in these photographs? I also discuss the ways in which Kiruna’s history becomes manifested in the town’s transformation and the use of history in urban planning. I argue that, in addressing the colonial history of Kiruna, it is timely to reconsider how memories of a town are communicated into the future by references to the past. I also claim that memory, history, and remembrance and forgetting are represented in this process of history-making and that they intersect gender, class and ethnicity.

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    Culture Unbound: Journal of Current Cultural Research
    Article . 2019 . Peer-reviewed
    License: CC BY NC
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      Culture Unbound: Journal of Current Cultural Research
      Article . 2019 . Peer-reviewed
      License: CC BY NC
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    Authors: Hanna Östholm;

    School in the shadow: Private education in Stockholm 1735. During the early eighteenth century, private education was a more significant sector of the educational market than was public education, regarding the number of students and teachers, the presence of female students and teachers, the social background of the students, and the introduction of a more diverse and modern curriculum. Hitherto, little has been known of the actual scope or general conditions of private education, which has been over-shadowed by studies of public education. The article maps private education through the Stockholm Church Consistory’s (Stockholms stads konsistorium) thorough inventory of private teachers in the capital of Sweden during 1734–36, providing information of both suppliers and consumers within the private sector of the educational market, as well as of the practice and functions of private education in early modern time.

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