6 resultados para frequency based knowledge discovery

em Dalarna University College Electronic Archive


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Some 50% of the people in the world live in rural areas, often under harsh conditions and in poverty. The need for knowledge of how to improve living conditions is well documented. In response to this need, new knowledge of how to improve living conditions in rural areas and elsewhere is continuously being developed by researchers and practitioners around the world. People in rural areas, in particular, would certainly benefit from being able to share relevant knowledge with each other, as well as with stakeholders (e.g. researchers) and other organizations (e.g. NGOs). Central to knowledge management is the idea of knowledge sharing. This study is based on the assumption that knowledge management can support sustainable development in rural and remote regions. It aims to present a framework for knowledge management in sustainable rural development, and an inventory of existing frameworks for that. The study is interpretive, with interviews as the primary source for the inventory of stakeholders, knowledge categories and Information and Communications Technology (ICT) infrastructure. For the inventory of frameworks, a literature study was carried out. The result is a categorization of the stakeholders who act as producers and beneficiaries of explicit and indigenous development knowledge. Stakeholders are local government, local population, academia, NGOs, civil society and donor agencies. Furthermore, the study presents a categorization of the development knowledge produced by the stakeholders together with specifications for the existing ICT infrastructure. Rural development categories found are research, funding, agriculture, ICT, gender, institutional development, local infrastructure development, and marketing & enterprise. Finally, a compiled framework is presented, and it is based on ten existing frameworks for rural development that were found in the literature study, and the empirical findings of the Gilgit-Baltistan case. Our proposed framework is divided in four levels where level one consists of the identified stakeholders, level two consists of rural development categories, level three of the knowledge management system and level four of sustainable rural development based on the levels below. In the proposed framework we claim that the sustainability of rural development can be achieved through a knowledge society in which knowledge of the rural development process is shared among all relevant stakeholders.

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This paper generalizes the HEGY-type test to detect seasonal unit roots in data at any frequency, based on the seasonal unit root tests in univariate time series by Hylleberg, Engle, Granger and Yoo (1990). We introduce the seasonal unit roots at first, and then derive the mechanism of the HEGY-type test for data with any frequency. Thereafter we provide the asymptotic distributions of our test statistics when different test regressions are employed. We find that the F-statistics for testing conjugation unit roots have the same asymptotic distributions. Then we compute the finite-sample and asymptotic critical values for daily and hourly data by a Monte Carlo method. The power and size properties of our test for hourly data is investigated, and we find that including lag augmentations in auxiliary regression without lag elimination have the smallest size distortion and tests with seasonal dummies included in auxiliary regression have more power than the tests without seasonal dummies. At last we apply the our test to hourly wind power production data in Sweden and shows there are no seasonal unit roots in the series.

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Background: Previous assessment methods for PG recognition used sensor mechanisms for PG that may cause discomfort. In order to avoid stress of applying wearable sensors, computer vision (CV) based diagnostic systems for PG recognition have been proposed. Main constraints in these methods are the laboratory setup procedures: Novel colored dresses for the patients were specifically designed to segment the test body from a specific colored background. Objective: To develop an image processing tool for home-assessment of Parkinson Gait(PG) by analyzing motion cues extracted during the gait cycles. Methods: The system is based on the idea that a normal body attains equilibrium during the gait by aligning the body posture with the axis of gravity. Due to the rigidity in muscular tone, persons with PD fail to align their bodies with the axis of gravity. The leaned posture of PD patients appears to fall forward. Whereas a normal posture exhibits a constant erect posture throughout the gait. Patients with PD walk with shortened stride angle (less than 15 degrees on average) with high variability in the stride frequency. Whereas a normal gait exhibits a constant stride frequency with an average stride angle of 45 degrees. In order to analyze PG, levodopa-responsive patients and normal controls were videotaped with several gait cycles. First, the test body is segmented in each frame of the gait video based on the pixel contrast from the background to form a silhouette. Next, the center of gravity of this silhouette is calculated. This silhouette is further skeletonized from the video frames to extract the motion cues. Two motion cues were stride frequency based on the cyclic leg motion and the lean frequency based on the angle between the leaned torso tangent and the axis of gravity. The differences in the peaks in stride and lean frequencies between PG and normal gait are calculated using Cosine Similarity measurements. Results: High cosine dissimilarity was observed in the stride and lean frequencies between PG and normal gait. High variations are found in the stride intervals of PG whereas constant stride intervals are found in the normal gait. Conclusions: We propose an algorithm as a source to eliminate laboratory constraints and discomfort during PG analysis. Installing this tool in a home computer with a webcam allows assessment of gait in the home environment.

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Bakgrund: Diabetes typ 2 är en folksjukdom och kan förebyggas eller fördröjas genom hälsosamma levnadsvanor. Att informera och motivera patienterna på ett hälsofrämjande och preventivt sätt är distriktssköterskans ansvar. Distriktssköterskans nyckelroll är att kritiskt granska evidensbaserad forskning för att uppnå en säker vård av god kvalitet som kan implementeras i praktiken. Syfte: Syftet med studien var att beskriva distriktssköterskors upplevelser av att motivera patienter med diabetes typ 2 till hälsosammare levnadsvanor genom evidensbaserad vård. Metod: En kvalitativ ansats användes. Semistrukturerade intervjuer genomfördes med sju distriktssköterskor. Materialet analyserades utifrån Graneheim och Lundmans innehållsanalys. Resultat: Resultatet i föreliggande studie visar att distriktssköterskorna måste utgå från patientens situation och individanpassa informationen. Genom stöd från distriktssköterskan ska patienten kunna motivera sig själv till att genomföra förändringar. Informanterna i studien belyste vikten av att informera patienten om diabetes samt vilka komplikationer som kan uppstå. För att uppnå en patientsäker vård av hög kvalitet ansåg distriktssköterskorna att evidensbaserad kunskap var en förutsättning. Konklusion: För att motivera patienterna till förändrade levnadsvanor krävs det att distriktssköterskorna informerar och undervisar patienterna om diabetes och hur förändrade levnadsvanor påverkar hälsan. Distriktssköterskan måste finna olika metoder för att motivera patienterna. Det som förmedlas ska grunda sig på vetenskap och evidensbaserad kunskap.

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Syftet med föreliggande studie var att undersöka vilken betydelse hopp, egenmakt samt stigmatisering kan ha i en återhämtningsprocess från psykisk ohälsa. En kvalitativ metod tillämpades och individuella intervjuer med deltagare ur Högskolan Dalarnas erfarenhetspanel genomfördes. För att analysera empirin tillämpades en kvalitativ innehållsanalys som resulterade i följande teman: att bli accepterad, hoppets förutsättningar samt normaliserande. Resultatet visade att hopp snarare var en produkt av återhämtningen än det var en bidragande faktor. Att bli accepterad främjade egenmakt och skyddade mot stigmatisering. Normaliserande faktorer som medmänsklighet och att se till de friska sidorna främjade egenmakt och bröt vanmakt. Uppsatsens resultat kan betraktas som erfarenhetsbaserad kunskap, vilket är en grundförutsättning för en evidensbaserad socialtjänst där brukarperspektivet betonas.

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Background: Violence against women is associated with serious health problems, including adverse maternal and child health. Antenatal care (ANC) midwives are increasingly expected to implement the routine of identifying exposure to violence. An increase of Somali born refugee women in Sweden, their reported adverse childbearing health and possible links to violence pose a challenge to the Swedish maternity health care system. Thus, the aim was to explore ways ANC midwives in Sweden work with Somali born women and the questions of exposure to violence. Methods: Qualitative individual interviews with 17 midwives working with Somali-born women in nine ANC clinics in Sweden were analyzed using thematic analysis. Results: The midwives strived to focus on the individual woman beyond ethnicity and cultural differences. In relation to the Somali born women, they navigated between different definitions of violence, ways of handling adversities in life and social contexts, guided by experience based knowledge and collegial support. Seldom was ongoing violence encountered. The Somali-born women’s’ strengths and contentment were highlighted, however, language skills were considered central for a Somali-born woman’s access to rights and support in the Swedish society. Shared language, trustful relationships, patience, and networking were important aspects in the work with violence among Somali-born women. Conclusion: Focus on the individual woman and skills in inter-cultural communication increases possibilities of overcoming social distances. This enhances midwives’ ability to identify Somali born woman’s resources and needs regarding violence disclosure and support. Although routine use of professional interpretation is implemented, it might not fully provide nuances and social safety needed for violence disclosure. Thus, patience and trusting relationships are fundamental in work with violence among Somali born women. In collaboration with social networks and other health care and social work professions, the midwife can be a bridge and contribute to increased awareness of rights and support for Somali-born women in a new society.