An investigation into feature construction to assist word sense disambiguation

Identifying the correct sense of a word in context is crucial for many tasks in natural language processing (machine translation is an example). State-of-the art methods for Word Sense Disambiguation (WSD) build models using hand-crafted features that usually capturing shallow linguistic information. Complex background knowledge, such as semantic relationships, are typically either not used, or used in specialised manner, due to the limitations of the feature-based modelling techniques used. On the other hand, empirical results from the use of Inductive Logic Programming (ILP) systems have repeatedly shown that they can use diverse sources of background knowledge when constructing models. In this paper, we investigate whether this ability of ILP systems could be used to improve the predictive accuracy of models for WSD. Specifically, we examine the use of a general-purpose ILP system as a method to construct a set of features using semantic, syntactic and lexical information. This feature-set is then used by a common modelling technique in the field (a support vector machine) to construct a classifier for predicting the sense of a word. In our investigation we examine one-shot and incremental approaches to feature-set construction applied to monolingual and bilingual WSD tasks. The monolingual tasks use 32 verbs and 85 verbs and nouns (in English) from the SENSEVAL-3 and SemEval-2007 benchmarks; while the bilingual WSD task consists of 7 highly ambiguous verbs in translating from English to Portuguese. The results are encouraging: the ILP-assisted models show substantial improvements over those that simply use shallow features. In addition, incremental feature-set construction appears to identify smaller and better sets of features. Taken together, the results suggest that the use of ILP with diverse sources of background knowledge provide a way for making substantial progress in the field of WSD.

A hybrid case adaptation approach for case-based reasoning

Case-Based Reasoning is a methodology for problem solving based on past experiences. This methodology tries to solve a new problem by retrieving and adapting previously known solutions of similar problems. However, retrieved solutions, in general, require adaptations in order to be applied to new contexts. One of the major challenges in Case-Based Reasoning is the development of an efficient methodology for case adaptation. The most widely used form of adaptation employs hand coded adaptation rules, which demands a significant knowledge acquisition and engineering effort. An alternative to overcome the difficulties associated with the acquisition of knowledge for case adaptation has been the use of hybrid approaches and automatic learning algorithms for the acquisition of the knowledge used for the adaptation. We investigate the use of hybrid approaches for case adaptation employing Machine Learning algorithms. The approaches investigated how to automatically learn adaptation knowledge from a case base and apply it to adapt retrieved solutions. In order to verify the potential of the proposed approaches, they are experimentally compared with individual Machine Learning techniques. The results obtained indicate the potential of these approaches as an efficient approach for acquiring case adaptation knowledge. They show that the combination of Instance-Based Learning and Inductive Learning paradigms and the use of a data set of adaptation patterns yield adaptations of the retrieved solutions with high predictive accuracy.

Introducing Undergraduate Students to Science

Understanding the scientific method fosters the development of critical thinking and logical analysis of information. Additionally, proposing and testing a hypothesis is applicable not only to science, but also to ordinary facts of daily life. Knowing the way science is done and how its results are published is useful for all citizens and mandatory for science students. A 60-h course was created to offer undergraduate students a framework in which to learn the procedures of scientific production and publication. The course`s main focus was biochemistry, and it was comprised of two modules. Module I dealt with scientific articles, and Module II with research project writing. Module I covered the topics: 1) the difference between scientific knowledge and common sense, 2) different conceptions of science, 3) scientific methodology, 4) scientific publishing categories, 5) logical principles, 6) deductive and inductive approaches, and 7) critical reading of scientific articles. Module II dealt with 1) selection of an experimental problem for investigation, 2) bibliographic revision, 3) materials and methods, 4) project writing and presentation, 5) funding agencies, and 6) critical analysis of experimental results. The course adopted a collaborative learning strategy, and each topic was studied through activities performed by the students. Qualitative and quantitative course evaluations with Likert questionnaires were carried out at each stage, and the results showed the students` high approval of the course. The staff responsible for course planning and development also evaluated it positively. The Biochemistry Department of the Chemistry Institute of the University of Sao Paulo has offered the course four times.

Conformational and electronic interaction studies of some p-substituted alpha-methylsulfonyl-alpha-diethoxyphosphorylacetophenones

The analysis of the IR carbonyl band of the alpha-methylsulfonyl-alpha-diethoxyphosphoryl p-substituted acetophenones p-Y-Ph-C(O)CH(SO(2)Me)[P(O)(OEt)(2)] (Y = OMe 1, H 2, F 3, Cl 4, Br 5 and NO(2) 6) supported by HF/6-31G(d,p) ab initio calculations of the alpha-methylsulfonyl-alpha-diethoxyphosphoryl acetophenone 2, indicated the existence of a single stable cl conformer in gas phase and in solvents of increasing polarity, along with the presence of second less stable conformation in gas phase. The cl conformer present the (SO(2)Me) group and the [P(O)(OEt(2))] groups in a syn-clinal (gauche) geometry and is stabilised through of the 0(`60)... P(%), 01NO(owl Crco), ONO)... C(,C*.), 060)... S(`S`02.,) and 0(`S-02) q o) electronic interactions 08along with H(8S*o2M,). 0(660). HU(5C_H2)lP0Erl- 0(8so2m), H(6 +Ph)- - - (co) and H(8o+`-Ph). 0( `Po) intramolecular hydrogen bonds. The almost co nstant negative carbonyl frequency shifts (Av) for the title compounds 1-6 with respect to the parent acetophenones 7-14 corroborates the prevalence of the electronic interactions over the -l(y inductive effect of the ot-substituents for the title compounds and gives strong support for the existence of the crossed 0`(`C-O)... S`(1S+02m,) and 0(""S-02) C(`C+O) (charge transfer and electrostatic); 08-) (co P(`i o) and 01`M-OFt)l C(` o), (electrostatic) interactions. 0 2008 Elsevier B.V. All rights reserved.

Kvinnors erfarenheter av framfödandet vid planerad hemförlossning

Background: The prevalence of sphincter rupture during childbirth has increased in Sweden from half percent to three percent from 1973 to 1993. Women who undergo planned home birth have sphincter injuries to a smaller extent than women who undergo planned hospital births. Objective: The purpose of this study was to describe women’s experience of the last stages of delivery during planned home birth. Design: Inductive content analysis of 150 randomly selected delivery reports. The delivery reports were gathered as a reply to an open question in a previously conducted survey.Findings: The woman´s confidence in the natural birthing process emerged as the overall theme of the delivery reports. Fourteen subcategories and five categories emerged during the analysis process: experience of support, physical experience, psychological experience, experience of birthplace and birth position and the woman’s awareness during birth. Conclusion: The support from the surrounding people was very important for the women and they felt calm and secure in the home environment. The women often gave birth in a birthing position that led to a reduced risk of perineal tears. Many risk factors for sphincter injuries were eliminated for the women who went thru planned home birth. For example the women often had experiences of prior deliveries and further no medical instruments were used during late stages of delivery in planned home births.

Vad kvinnor är mest nöjda med i samband med sin förlossning : Validering av instrumentet KUPP-I

AbstractThe aim: The aim of the study was to describe what women are most satisfied with in maternity care and if women´s childbirth experiences can be described by means of the QPP-I, who contains 32 statements related to maternity care. Design: The study is part of a national cross-sectional study which lasted for two weeks in Sweden in 2007. This paper analyzes one of the two questions with open answers, which reads: "What was the best with maternity care?”. Results: The results showed that out of a total of 735 responses 717 could be placed in the existing instrument QPP-I. Responses were analyzed by deductive content analysis and the majority 98% of the women's responses was about commitment, empathy and respect from the midwives. The responses (n = 18) who did not fit in QPP-I were then analyzed inductive and focused on team work and sense of coherence. Conclusion: The instrument QPP-I can be developed with additional statement to measure what it intends to measure, women's perceptions of maternity care.

Kvinnors upplevelse av planerad hemförlossning i Skandinavien : Women´s experience of planned home birth in the Scandinavian countries

Background: In Sweden and Norway planned home birth is not included in the health care system. In Denmark women with expected low risk birth have the right to choose home birth. Registrations of home births in the Nordic countries are not completed and women’s experiences of planned home birth in Scandinavian context are not earlier described.Objective: The aim of this study was to describe women’s experiences of planned home birth in the Scandinavian countries.Design: Inductive content analysis. Fifty-three Scandinavian women who have experienced planned home birth have replied an open question in a questionnaire. Findings: In the analysis five categories and twelve subcategories emerged. The categories were, to feel secure, experiences of support, being in control, harmony and insecurity. The women felt secure and calm in their own homes. They felt being in control, secure, support and trust in the midwife, relatives and the own body. What worried the women most in presence of the delivery was that the midwife should not be present. Keywords: Home birth, experiences, women.

Sex, a one mans show : Perceptions and experience of sexuality, contraceptives, unwanted pregnancy and unsafe abortion among young people in Kisumu, Kenya – A qualitative study

This study aimed to explore perceptions and experiences concerning sexuality, contraceptives, unwanted pregnancy and unsafe abortion among young people in Kisumu, Kenya. The design of the study was inductive with a qualitative approach using personal in-depth interviews. Eight participants (four female and four male) were asked to describe their perceptions and experience concerning sexuality, contraceptives, unwanted pregnancies and unsafe abortion. The result showed that culture and norms, misconceptions and gender based power in sexuality are factors that impact Sexual Reproductive Health among young people in Kisumu today. Unwanted pregnancy was described as a shame, a burden and a destroyed life which lead to many unsafely induced abortions. The findings indicate that youth interventions are important, such as engaging young men in unwanted pregnancy and thus unsafe abortions and to empower young women.

Induktiv provning av ferritiskt rostfritt stå

The report examines the factors which may be a contributing cause to the problems that are present when ferritic stainless steel are eddy current tested in a warm condition. The work is carried out at Fagersta Stainless AB in Fagersta which manufactures stainless steel wire. In the rolling mill there is an eddy current equipment for detection of surface defects on the wire. The ferritic stainless steels cause a noise when testing and this noise complicates the detection of defects.Because of this, a study was made of how the noise related to factors such as steel grade, temperature, size and velocity. By observing the signal and with the possibilities to change the equipment settings the capability to let a signal filter reduce the noise level were evaluated. Theories about the material's physical properties have also been included, mainly the magnetic properties, electrical conductivity and the material's tendency to oxidize.Results from the tests show that a number of factors do not affect the inductive test significantly and to use a filter to reduce the noise level does not seem to be a viable option. The level of noise does not relate to the presence of superficial particles in form of oxides.The ferritic stainless steels showed some difference in noise level. Which noise level there was did match well with the steels probability for a precipitation of a second phase, and precipitation of austenite may in this case contribute to noise when using an eddy current instrument.The noise is probably due to some physical material property that varies within the thread.

Granskning av riktlinjer vid Sveriges förlossningskliniker gällande sfinkterskada i samband med förlossning : Innehållsanalys med en kombination av en deduktiv och induktiv ansats

Background: Sphincter injury is serious complication in connection to vaginal childbirth. Desire to avoid vaginal birth again is seen in women who previously suffered from a sphincter injury. Objective: To identify and evaluate obstetric guidelines in Sweden regarding sphincter injury in relation to childbirth Method: Content analysis with a combination of a deductive and inductive approach. Results: The most frequently occurring risk factors and prevention with help of perineal protection were described in the guidelines. The physician made diagnosis and repaired the sphincter injury at the theatre.  Complications such as coital pain and anal incontinence were described in the guidelines. Paracetamol and diclofenac was most common analgesic regimen given for pain. Prophylaxis such as antibiotic treatment and laxative were common. Information given to women was described. Follow-up by physician, midwife and physiotherapist was recommended after four weeks to six months. For future birth a cesarean section was recommended. Conclusion: The guidelines were constructed in the same way and had to a large extent similar content. The authors of the present work recommend a national guideline.

International conference site selection criteria : And a case study of Stockholm as an international conference city

The purpose of this thesis is to identify the destination site selection criteria for internationalconferences from the perspectives of the three main players of the conference industry,conference buyers (organizers and delegates) and suppliers. Additionally, the researchidentifies the strengths and weaknesses of the congress cities of Stockholm and Vienna.Through a comparison with Vienna, the top city for hosting international conferences, a roadmap for Stockholm has been designed, to strengthen its congress tourism opportunities, thus,obtaining a higher status as an international congress city. This qualitative research hascombined both primary and secondary data methods, through semi-standardized expertinterviews and secondary studies respectively, to fulfil the study’s aim. The data have beenanalysed by applying the techniques of qualitative content analysis; the secondary dataadopting an inductive approach according to Mayring (2003) while the expert interviewsusing a deductive approach according to Meuser & Nagel (2009). The conclusions of thesecondary data have been further compared and contrasted with the outcomes of the primarydata, to propose fresh discoveries, clarifications, and concepts related to the site selectioncriteria for international conferences, and for the congress tourism industry of Stockholm. Theresearch discusses the discoveries of the site selection criteria, the implications of thestrengths and weaknesses of Stockholm in comparison to Vienna, recommendations forStockholm via a road map, and future research areas in detail. The findings andrecommendation, not only provide specific steps and inceptions that Stockholm as aninternational conference city can apply, but also propose findings, which can aid conferencebuyers and suppliers to cooperate, to strengthen their marketing strategies and developsuccessful international conferences and destinations to help achieve a greater competitiveadvantage.

Vad ska elever lära sig angående naturvetenskaplig verksamhet? : En analys av svenska läroplaner för grundskolan under 50 år

The purpose of this study is to contribute to an understanding of which changes related to scientific inquiry have been made historically in curriculum documents. A comparative analysis is made of five Swedish national curricula– Lgr 62, Lgr 69, Lgr 80, Lpo 94 and Lgr 11 – during the last 50 years regarding what compulsory school students (school years 1–9) should learn about scientific inquiry. It focuses 1) what students should learn about carrying out scientific inquiries, and 2) what students should learn about the nature of science. All of the curricula examined have aims concerning scientific inquiry. The results show that during the period there have been many shifts in emphasis and changes of aims, for example from learning an inductive method to a more deductive one, and from an emphasis on carrying out investigations to an emphasis on more conceptual understanding of scientific investigations. Because teaching traditions tend to conserve aspects of earlier curricula, it is discussed how the results can help teachers, teacher students and curriculum developers to better see the consequences of the changes for teaching and learning.

”Vi gör så gott vi kan” : Vårdpersonals upplevelser av amningsstöd till gravida ochnyblivna föräldrar

Amning, amningskomplikationer, stöd och råd vid amning är en del av den sexuella och reproduktiva hälsan och ingår i barnmorskans kompetensområde.Det finns mycket forskning som beskriver nyblivna föräldrars upplevelse av amningsstöd men inte lika mycket forskning på hur vårdpersonalen upplever amningsstödet som ges till gravida och nyblivna föräldrar. Syftet med denna studie var att undersöka vårdpersonals upplevelser av amningsstöd till gravida och nyblivna föräldrar.Studien utfördes genom en kvalitativ metod utifrån en induktiv ansats. Data hämtades från intervjuer med semistrukturerade frågor i 11 fokusgrupper. All data bearbetades genom kvalitativ, induktiv innehållsanalys.Resultatet i studien visade att vårdpersonal upplever amningsstödet de ger som en viktig del i deras arbete. Amningsstödet hade brister och en betydande brist uppgavs vara kontinuiteten av amningsstöd genom hela vårdkedjan.Informanterna ansåg att amningsstödet borde förbättras och många förslag nämndes för att främja amningen hos nyblivna föräldrar och barn.Denna studie kan öka medvetenheten av den egna och kollegornas upplevelse av amningsstöd vilket kan leda till ett bättre samarbete mellan enheterna och en bättre kommunikation samt förändringar i organisationen som gynnar och främjar amningen.

Y ahora toca gramática…… : Un estudio cualitativo sobre las actitudes hacia lagramática y los métodos didácticosde unos profesores del bachillerato sueco

Grammar is one of the most discussed part of language learning. Many studentshave problems understanding how to use the grammatical forms in their ownproduction and communication. The purpose of this work is to investigate theteachers´ attitudes towards grammar and what methods they use when they teachgrammar. The method used in this work is qualitative, with four interviews ofteachers working in the Swedish high school. In order to determine how the teacherswork, we have studied the course plans presented by Skolverket and we have alsostudied what the current research have to say about this. The result shows that theinterviewed teachers mostly vary their methods, using both inductive and deductiveapproaches in order to promote the communicative competence of the students. Theinterviews also show that the teachers have a positive attitude towards grammar,considering it an important part of language learning.

Upplevelser av stöd från diabetessjuksköterskan hos personer med diabetes typ 1 : – Sekundäranalys av en kvalitativ intervjustudie

Introduction: Type 1 diabetes is a chronic disease that affects the individual in everyday life. The diabetes team sets the treatment goals together with the patient aiming for a good quality of life and to prevent complications. The diabetes nurse should include in-depth knowledge of the daily life of people with diabetes, and have respect for the individual's choices and life situation. Aim: To describe how people with type 1 diabetes experience the support from the diabetes nurse. Method: A qualitative content analysis with an inductive approach has been used. A secondary analysis including semi-structured interviews with 15 adults (> 18 years) with type 1 diabetes was conducted. Result: The result was summarized with an overall theme "At the clinic - experience of the support offered" describes how people experience the support from their diabetes nurse. The theme constituted three categories "Access to the diabetes nurse", "The diabetes nurse - a source of information and knowledge that might need to be complemented with the support from other professionals" and,"Mutual trust - the patient's experience of the district nurse as a discussion partner and support". Conclusion: The results showed that the accessibility to diabetes nurses was experienced as good. It was simple and easy to make contact. The diabetes nurses were experienced to be engaged and provide good support to the patients. A good dialogue with the diabetes nurse and commitment from the diabetes nurse were mentioned as important factors that made the visits to be experienced as good and important. There were requests for greater access and expanded opportunities for help from counselors, as well as an increased focus on how the person is feeling.