<p>Datalager används för att ge företag en samlad bild av sin verksamhet, en bild som byggs upp av analytikers statistiska beräkningar och modeller. Analytiker arbetar i datalager med hjälp av olika analysverktyg, och begränsas av dessa verktygs möjligheter att ge en förståelse av datalagrets uppbyggnad och funktion, och av möjligheterna att hitta rätt analysdata. Arbetet med att hitta och analysera data är en iterativ problemlösningsprocess för att få fram det önskade resultatet.</p><p>Visualiseringar kan fungera som ett verktyg i arbetet och stödja användares beslutsfattande. Denna kvalitativa fallstudie syftar till att undersöka hur visualisering kan användas som ett stöd för marknads- och kreditanalytikers datalagerarbete. Studien använde användarcentrerade metoder för att undersöka analytikers arbete i ett datalager. Femton kunskapsuppgifter identifierades som mål för visualiseringsstöd i analytikers datalagerarbete. Ett analysorienterat och ett systemorienterat strukturförslag för visualiseringar värderades med dessa kunskapsuppgifter som viktade mål.</p><p>Av kunskapsuppgifterna är den viktigaste att koppla analysuppgifter till systemstruktur. Det kräver att visualiseringsstödet erbjuder en analysorienterad struktur initialt och blir alltmer systemorienterat i takt med att den intressanta informationsmängden definieras. Användarcentrerade metoder användes för att identifiera kunskapsuppgifter. Studien visar att dessa kunskapsuppgifter kan användas som designmål för värdering av visualiseringsstöd.</p>

There is a discrepancy between national school guidelines towards inclusive education, and the current political trend towards economic efficacy, that may be problematic for teachers. The aim of this contextual study is to formulate a contextual understanding of the participating teachers’ perceptions of their effort to help all their students achieve the goals set forth by school curricula, and use this understanding for the purpose of suggesting points of entry for special needs educators´ guidance of teachers’ practices towards more inclusive education. Information was gathered by sending an extensive web questionnaire to all teachers within a given headmaster´s administration, sending web questionnaires to a majority of third grade students taught by those teachers, conducting interviews with a few of the participating teachers as well as with the special needs educators, carrying out a classroom observation, and gathering additional information concerning working conditions and social interactions. The data gathered in this case study has been subjected to an analytical process comprising of an assessment of the degree of inclusive approach, using the Inclusive Approach through Participation as well as the Framework of Participation, technical triangulation of all data post the inclusive assessment, and analysis of context by the Ecology of Human Development/the Bioecological Theory. The analytical process has resulted in a contextual description that has enabled me to suggest possible points of entry to be used in special needs educators’ guidance of teachers’ practices towards inclusive education. The degree to which there exists a collegial sense of security, varied forms of teacher-student interactions, collegial cooperation, pedagogical discussions, a dialogue in search of mutual understanding, and consequent follow-ups appears, in the light of the limited selection of participants, as relevant to these teachers ability to help their students. Further research is needed to identify valid points of entry for special needs educators’ guidance of teachers’ practices towards inclusive education. This contextual study will hopefully inspire further research into teachers´ perceptions of their work to facilitate implementation of inclusive education and thereby improve every student´s ability to achieve the set goals.

Datalager används för att ge företag en samlad bild av sin verksamhet, en bild som byggs upp av analytikers statistiska beräkningar och modeller. Analytiker arbetar i datalager med hjälp av olika analysverktyg, och begränsas av dessa verktygs möjligheter att ge en förståelse av datalagrets uppbyggnad och funktion, och av möjligheterna att hitta rätt analysdata. Arbetet med att hitta och analysera data är en iterativ problemlösningsprocess för att få fram det önskade resultatet. Visualiseringar kan fungera som ett verktyg i arbetet och stödja användares beslutsfattande. Denna kvalitativa fallstudie syftar till att undersöka hur visualisering kan användas som ett stöd för marknads- och kreditanalytikers datalagerarbete. Studien använde användarcentrerade metoder för att undersöka analytikers arbete i ett datalager. Femton kunskapsuppgifter identifierades som mål för visualiseringsstöd i analytikers datalagerarbete. Ett analysorienterat och ett systemorienterat strukturförslag för visualiseringar värderades med dessa kunskapsuppgifter som viktade mål. Av kunskapsuppgifterna är den viktigaste att koppla analysuppgifter till systemstruktur. Det kräver att visualiseringsstödet erbjuder en analysorienterad struktur initialt och blir alltmer systemorienterat i takt med att den intressanta informationsmängden definieras. Användarcentrerade metoder användes för att identifiera kunskapsuppgifter. Studien visar att dessa kunskapsuppgifter kan användas som designmål för värdering av visualiseringsstöd.

The following degree project is written within the department of Information Technology at Uppsala University. The subject studied is the difference between academic user research and such user research performed by professionals at commercially driven companies. Academic’s and professional’s agendas, interests and approaches seem to differ and consequently a gap emerges. To perform a comparison between academically defined and practically defined user research a case study and a literature study were conducted. During the literature study three main academic approaches to perform user research were studied and summarized in a unified view. The case study was performed over 4 months at Spotify in the User Research team to gain insights into how user research is conducted in a commercially driven company. The degree project shows that academics and professionals can benefit from each other. For example, academics can integrate various mix methods to better understand design and concepts and base assumptions on more reliable data. Professionals can benefit from academics by adapting a similar systematic approach to perform user research and have a larger impact on the development.

Syftet med studien är att bidra med kunskaper om vilka förståelser av vetenskaplig grund och beprövad erfarenhet som konstrueras i kommunikation mellan förskollärare. Studien styrs av två frågeställningar: Vilka språkliga kategorier konstrueras i förskollärares kommunikation om vetenskaplig grund? och Vilka språkliga kategorier konstrueras i förskollärares kommunikation om beprövad erfarenhet?. Studien har en kvalitativ metodansats, med en teoretisk utgångspunkt i kontextuell socialkonstruktionism. Studiens data samlas in genom två fokusgrupper med tio verksamma förskollärare i förskolan. Datan analyseras med hjälp av begreppen performativitet och fabrikationer. Performativiteten relateras till uppdraget i läroplanen och Skollag som förskollärare är ålagda att följa. I läroplanen för förskolan (Lpfö 18) står det att "undervisningen med innehåll och arbetsätt ska vila på vetenskaplig grund och beprövad erfarenhet". I studien synligörs fabrikationer som innebär att förskollärarna framställer eller rättfärdigar sin undervisning på ett bättre sätt än vad som överensstämmer med verkligheten. Studiens reslutat visar tre slutsatser: mångtydlighet, otydlighet i ansvar och brist på gemensam förståelse av begreppen vetenskaplig grund och beprövad erfarenhet. Begreppen har inte tidigare diskuterats av förskollärarna i studien, vilket innebär att egna tolkningar och förklaringar över begreppen uttalas. Förskollärarna saknar en tydligare definition av vetenskaplig grund och beprövad erfarnehet, vilket överensstämmer med vad tidigare forskning belyser. / The Purpose of the study is to contribute knowledge about which understandings of scientific basis and proven experience are constructed in communication between preschool teachers. The study is guided by two questions: What language categories are constructed in preschool teachers' communications about the scientific basis? and What language categories are constructed in preschool teachers' communication about proven experience?. The study has a qualitative methodological approach, with a theoretical starting point in contextual social constructionism. The study data is collected through two focus groups with ten active preschool teachers in the preschool. The data are analyzed to the concepts of performativity and fabrications. The performativity is related to the assignment in the curriculum for preschool (Lpfö 18) states that "teaching with content and working methods must be based on scientific grounds and proven experience". The study highlights fabrications that mean that preschool teachers present or justify their teaching in a better way than what corresponds to reality. The results of the study show three conclusions: ambiguity, ambiguity in responsibility and lack of common understanding of the concepts of scientific basis and proven experience. The concepts have not previously been discussed by the preschool teachers in the study, which means that their own interpretations and explanations of the concepts are pronounced. Preschool teachers lack a clearer definition of scientific basis and proven experience, which is in line with what previours research sheds light on.

Using computer vision to automatically process and understand images is becoming increasingly popular. One frequently used technique in this area is object detection, where the goal is to both localize and classify objects in images. Today's detection models are accurate, but there is still room for improvement. Most models process objects independently and do not take any contextual information into account in the classification step. This thesis will therefore investigate if a performance improvement can be achieved by classifying all objects jointly with the use of contextual information. An architecture that has the ability to learn relationships of this type of information is the transformer. To investigate what performance that can be achieved, a new architecture is constructed where the classification step is replaced by a transformer block. The model is trained and evaluated on document images and shows promising results with a mAP score of 87.29. This value is compared to a mAP of 88.19, which was achieved by the object detector, Mask R-CNN, that the new model is built upon.  Although the proposed model did not improve the performance, it comes with some benefits worth exploring further. By using contextual information the proposed model can eliminate the need for Non-Maximum Suppression, which can be seen as a benefit since it removes one hand-crafted process. Another benefit is that the model tends to learn relatively quickly and a single pass over the dataset seems sufficient. The model, however, comes with some drawbacks, including a longer inference time due to the increase in model parameters. The model predictions are also less secure than for Mask R-CNN. With some further investigation and optimization, these drawbacks could be reduced and the performance of the model be improved.

As an innovation Evidence-Based Practice (EBP) is designed as a tool for clinical problem solving. According to its theory of use EBP will bring a difference for policy makers, for professionals, for researchers and for service users. One question to be asked is whether EBP actually leads to the radical social change it is designed to accomplish. The aim of the study is to describe and analyse the outcome of the effort to establish EBP, with a focus on the case of social work in Sweden. The research questions are: What is EBP? Why are efforts made to establish EBP? What is the outcome of the EBP project? How can the outcome of the EBP project be explained? The case study was conducted on a critical realistic meta-theoretical ground with a focus on explanation of social change with an explicit actor-structure perspective. Methodologically, a narrative synthesis of studies was made. As a complement primary data were collected to fill empirical gaps. The state of things was described before and after the EBP-initiatives. Several helping theories – Kuhn’s theory of paradigm, program theory, neo-institutional theory and theory of diffusion – were used to analyse the empirically mapped outcome of the EBP project. The results show that the import of the original model of Evidence-Based Medicine (EBM) to social work is a part of a wider social movement in the helping and educational professions. The new model has influenced social work as a discipline, as a field of practice and as a field of policy. There are examples of full-scale implementations of EBP, although EBP has not reached a general status as daily practice. Some obstacles remain. The gradual adaption of EBP corresponds to criteria hold by Kuhn for a paradigm shift. Acceptance of the model has contributed to change the structure and function of social systems. At an organizational level, this change means on-going institutionalization. The innovation is influencing the way institutional actors conduct their work. Although the structural conditions have been optimal, the EBP-model has been debated with heat. The EBP-debate and policy-driven infrastructural efforts have brought a more in-depth examination of the model. So-called coercive, normative, and regulative isomorphisms were used to change organizations. The degree of institutionalization depended on the individuals and the organizations willingness and preparedness to change, to understand, and to put the model into practice. When actors used a less strict version of the original EBP model, the pace of cultural and institutional change slowed down.

As an innovation Evidence-Based Practice (EBP) is designed as a tool for clinical problem solving. According to its theory of use EBP will bring a difference for policy makers, for professionals, for researchers and for service users. One question to be asked is whether EBP actually leads to the radical social change it is designed to accomplish. The aim of the study is to describe and analyse the outcome of the effort to establish EBP, with a focus on the case of social work in Sweden. The research questions are: What is EBP? Why are efforts made to establish EBP? What is the outcome of the EBP project? How can the outcome of the EBP project be explained? The case study was conducted on a critical realistic meta-theoretical ground with a focus on explanation of social change with an explicit actor-structure perspective. Methodologically, a narrative synthesis of studies was made. As a complement primary data were collected to fill empirical gaps. The state of things was described before and after the EBP-initiatives. Several helping theories – Kuhn’s theory of paradigm, program theory, neo-institutional theory and theory of diffusion – were used to analyse the empirically mapped outcome of the EBP project. The results show that the import of the original model of Evidence-Based Medicine (EBM) to social work is a part of a wider social movement in the helping and educational professions. The new model has influenced social work as a discipline, as a field of practice and as a field of policy. There are examples of full-scale implementations of EBP, although EBP has not reached a general status as daily practice. Some obstacles remain. The gradual adaption of EBP corresponds to criteria hold by Kuhn for a paradigm shift. Acceptance of the model has contributed to change the structure and function of social systems. At an organizational level, this change means on-going institutionalization. The innovation is influencing the way institutional actors conduct their work. Although the structural conditions have been optimal, the EBP-model has been debated with heat. The EBP-debate and policy-driven infrastructural efforts have brought a more in-depth examination of the model. So-called coercive, normative, and regulative isomorphisms were used to change organizations. The degree of institutionalization depended on the individuals and the organizations willingness and preparedness to change, to understand, and to put the model into practice. When actors used a less strict version of the original EBP model, the pace of cultural and institutional change slowed down.

First-class software engineering is no longer enough for an information system product to gain success on a market. Developing successful information system products has become a challenging practice that requires an understanding of those who are going to use the products. As product innovation has become the lifeblood of companies competing in the fast- paced IT industry, the end users have ultimately become those who determine the success of these type of products. User research is conducted to gather insights of users’ contexts, behaviors and feelings when using products. It can be practiced to explore how to create products and features that end users will find useful. This thesis examines how methods and tools used in user research can expose opportunities for innovation. The study was conducted by a literature study and a case study, where user research methods were put to practice to discover opportunities for creating a concept for a new product. Emphasis was also put on studying how to provide utility when developing a new product. The case study was performed over a four month period at an e- commerce company called Swiss Clinic in Stockholm, Sweden. The study shows that opportunities for innovation in user research occur in the interplay between business, user research discoveries and iterative design and that effective communication and artifacts play essential parts for innovating successfully.

The aim of the present study is to explore the so-called historically informed performance movement, which also is my own musical performance tradition, from a general perspective grounded in musical philosophy. The discussions concerning this performance tradition have been dominated by different subjects, such as musical works, authenticity, intention and interpretation. The study focuses on Western art music where the performance of the music, the sounding realisation, of a notated work is central. Therefore, the performance in connection with the abovementioned subjects is of prime interest. This more overarching theme gave rise to the following questions: What factors can be considered decisive for whether a performance is a historically informed performance or not? How can these factors be identified? Does this mean that there are instructions in the music that I, as a musician, must obey? What does my artistic freedom look like? Where can I find it? The path to tentative answers to these questions is taken via theoretical discussions and the application of the theory in method and analyses as well as in interpretation.The theoretical perspective of the study is based on contextual musical ontology. The scientific theoretical framework, emanating from this ontology, is formulated in the field of social constructionism.The performance can, through this perspective, be identified as an indispensable part of the musical work, which also implies that the notated work itself is not sufficient to identify the work. Further, the emphasis on the context's importance for the performance in order to allow the performance to be of the work in question implies the necessity of awareness of the context of the work. This concept is deepened in the study through the emphasis on the importance for the performance, in a broad perspective, of the historical as well as the contemporary socio-cultural context. For the work itself this means that the identity of the work is unstable, it is constantly changing, since the different performances of the work that are parts of the work can never be identical. The perspective is based on social constructivist theories about knowledge. With contextual musical ontology as a point of departure, a strategy is formulated concerning analysis and investigation of a musical work. This strategy focuses on the notation, the instrumentation, and historical performance conventions. These three parts interact with one another and in the study they are formulated as being inseparable from the performance of the work.The theoretical part of the study is followed by a case study in which a sonata by Johann Sebastian Bach is studied from the articulated theoretical perspective. The case study contains an investigative part and an interpretative part. The work's notation is always in focus in the investigative and descriptive part, with emphasis on the socio-cultural context connected to the notation. Through the sounding interpretations, the different performances, the final chapter results in a summary of the study as a whole. / Syftet med föreliggande studie är att studera så kallad historiskt informerad uppförandepraxis, och därmed även min egen musikaliska inriktning, ur ett generellt musikfilosofiskt perspektiv. De olika begrepp och frågeställningar som kan sägas dominera diskussionerna kring denna framförandetradition är verk, autenticitet, intention och interpretation. I fokus för studien befinner sig musik inom den västerländska konstmusiktraditionen inom vilken framförandet av musik, den klingande realiseringen av ett noterat verk, är central. Därför står framförandet, i relation till ovan nämnda begrepp, i fokus. Detta mer övergripande tema leder fram till följande frågeställningar: Vilka faktorer kan betraktas som avgörande för att ett framförande kan betraktas som ett historiskt informerat framförande? Hur kan dessa faktorer identifieras? Innebär det att det finns instruktioner i musiken som jag som musiker måste följa? Hur ser min konstnärliga frihet ut? Var finner jag den? Vägen till tentativa svar på dessa frågor har gått via teoretiska resonemang, och applicering av teorin i såväl metod och analys som interpretation. Studiens teoretiska perspektiv och överbyggnad baseras på kontextuell musikontologi. Det vetenskapsteoretiska ramverket, utifrån denna ontologiska grund, formuleras inom ramen för den socialkonstruktionistiska tanketraditionen. Genom detta perspektiv kan framförandet av verket identifieras som en omistlig del av verket, vilket också innebär att enbart notationen inte är tillräcklig för att definiera verket. Vidare innebär teorins betoning av kontextens betydelse att ett framförande för att vara ett framförande av verket, medvetet måste förhålla sig till verkets kontext. Detta perspektiv fördjupas i studien genom att betona den socio-kulturella kontextens betydelse i ett större perspektiv, såväl den historiska som den nutida, för framförandet. För verket innebär det att dess identitet är föränderlig, då de olika framföranden som är en del av verket inte kan vara identiska. Denna syn baseras på socialkonstruktivistiska teorier om kunskapsbyggande. Med utgångspunkt i kontextuell musikontologi formuleras också en strategi för att analysera och undersöka ett verk utifrån notationen, instrumentationen och uppförandepraktiska konventioner, tre delar av verket som griper in i varandra och som konstateras vara omistliga att förhålla sig till vid ett framförande. Studiens teoretiska del åtföljs av en fallstudie där en sonat av Johann Sebastian Bach studeras utifrån det teoretiska perspektivet. Fallstudien består av en undersökande del och en tillämpande interpretativ del. För den undersökande, och i viss mån deskriptiva delen står verkets notation hela tiden i fokus, med tyngdpunkt på notationens socio-kulturella kontext. Det avslutande kapitlet resulterar, genom de klingande gestaltningarna av sonaten, i en sammanfattning av studien som helhet. Avhandlingens slutkapitel utgörs även av en CD. Den kan beställas genom registrator på Institutionen för musik och medier vid Luleå tekniska universitet. E-post: muh-registrator(at)ltu.se / Godkänd; 2008; 20081113 (ysko)