The history of Lapland : containing a geographical description, and a natural history of that country; with an account of the inhabitants, their original, religion, customs, habits, marriages, conjurations, employments, &c. Written by John Scheffer, ... Translated from the last edition in Latin, and illustrated with many curious copper-cutts. To which are added, the travels of the King of Sweden's mathematicians into Lapland: the history of Livonia, and the wars there: also a journey into Lapland, Finland, &c. Written by Dr. Olof Rudbeck in the year 1701

Added engraved title page: The history of Lapland.

Kernel-Based Ranking. Methods for Learning and Performance Estimation

Machine learning provides tools for automated construction of predictive models in data intensive areas of engineering and science. The family of regularized kernel methods have in the recent years become one of the mainstream approaches to machine learning, due to a number of advantages the methods share. The approach provides theoretically well-founded solutions to the problems of under- and overfitting, allows learning from structured data, and has been empirically demonstrated to yield high predictive performance on a wide range of application domains. Historically, the problems of classification and regression have gained the majority of attention in the field. In this thesis we focus on another type of learning problem, that of learning to rank. In learning to rank, the aim is from a set of past observations to learn a ranking function that can order new objects according to how well they match some underlying criterion of goodness. As an important special case of the setting, we can recover the bipartite ranking problem, corresponding to maximizing the area under the ROC curve (AUC) in binary classification. Ranking applications appear in a large variety of settings, examples encountered in this thesis include document retrieval in web search, recommender systems, information extraction and automated parsing of natural language. We consider the pairwise approach to learning to rank, where ranking models are learned by minimizing the expected probability of ranking any two randomly drawn test examples incorrectly. The development of computationally efficient kernel methods, based on this approach, has in the past proven to be challenging. Moreover, it is not clear what techniques for estimating the predictive performance of learned models are the most reliable in the ranking setting, and how the techniques can be implemented efficiently. The contributions of this thesis are as follows. First, we develop RankRLS, a computationally efficient kernel method for learning to rank, that is based on minimizing a regularized pairwise least-squares loss. In addition to training methods, we introduce a variety of algorithms for tasks such as model selection, multi-output learning, and cross-validation, based on computational shortcuts from matrix algebra. Second, we improve the fastest known training method for the linear version of the RankSVM algorithm, which is one of the most well established methods for learning to rank. Third, we study the combination of the empirical kernel map and reduced set approximation, which allows the large-scale training of kernel machines using linear solvers, and propose computationally efficient solutions to cross-validation when using the approach. Next, we explore the problem of reliable cross-validation when using AUC as a performance criterion, through an extensive simulation study. We demonstrate that the proposed leave-pair-out cross-validation approach leads to more reliable performance estimation than commonly used alternative approaches. Finally, we present a case study on applying machine learning to information extraction from biomedical literature, which combines several of the approaches considered in the thesis. The thesis is divided into two parts. Part I provides the background for the research work and summarizes the most central results, Part II consists of the five original research articles that are the main contribution of this thesis.

Effects of Country of Origin on Consumer Product Evaluations: Finnish clothing products in the minds of Russian tourists

Companies operating in today’s highly internationalized markets consider product differentiation the key priority in pursue to attain a constant competitive advantage in challenging global environment (Baker and Ballington 2002, 158). The main driver affecting companies’ differentiation actions was described as early as 1912 by one of the marketing pioneers A. W. Shaw (1912, 710) as meeting human wants more accurate than the competition, and thus increasing customers’ perceived value and satisfaction. Dickson and Ginter (1987, 2) point out in their study based on earlier research by Chamberlin (1965) and Porter (1976) that differentiation can be based on either tangible characteristics of a product such as design or intangible characteristics such as a brand name and country of origin (hereafter referred to as COO). The concept of COO and its impact on consumers’ evaluation of a product as an extrinsic product cue has been one of the most noteworthy topics in international marketing, having been voluminously examined by over 780 authors in more than 750 academic publications in the past 40 years (Papadopoulos and Heslop 2002, 294). Many of these studies accentuate the significant effect the COO has on consumers’ product attribute evaluations. People routinely associate country images with products and services in order to judge and categorize them based on perceived quality and risk levels; thereby COO can influence the likelihood of a purchase (Peterson and Jolibert 1995, 883-884; Verlegh and Steenkamp 1999, 523). Based on the vast research related to COO in the field of international business, it is widely recognized that the country associated with a product can act in a similar way as the name of a brand and even become a part of product’s total image. Thereby depending on customer’s values and perceptions, the product-country image can either increase or decrease perceived value.

A multibody dynamic model of the cross-country ski-skating technique

The objective of this thesis is the development of a multibody dynamic model matching the observed movements of the lower limb of a skier performing the skating technique in cross-country style. During the construction of this model, the formulation of the equation of motion was made using the Euler - Lagrange approach with multipliers applied to a multibody system in three dimensions. The description of the lower limb of the skate skier and the ski was completed by employing three bodies, one representing the ski, and two representing the natural movements of the leg of the skier. The resultant system has 13 joint constraints due to the interconnection of the bodies, and four prescribed kinematic constraints to account for the movements of the leg, leaving the amount of degrees of freedom equal to one. The push-off force exerted by the skate skier was taken directly from measurements made on-site in the ski tunnel at the Vuokatti facilities (Finland) and was input into the model as a continuous function. Then, the resultant velocities and movement of the ski, center of mass of the skier, and variation of the skating angle were studied to understand the response of the model to the variation of important parameters of the skate technique. This allowed a comparison of the model results with the real movement of the skier. Further developments can be made to this model to better approximate the results to the real movement of the leg. One can achieve this by changing the constraints to include the behavior of the real leg joints and muscle actuation. As mentioned in the introduction of this thesis, a multibody dynamic model can be used to provide relevant information to ski designers and to obtain optimized results of the given variables, which athletes can use to improve their performance.

Candace Bushnellin Trading Up Edith Whartonin romaanin The Custom of the Country uudelleenkirjoituksena

Candace Bushnellin (1958–) vuonna 2003 julkaistu romaani Trading Up kuvaa nuoren naispäähenkilön määrätietoista pyrkimystä rikkauteen, maineeseen ja New Yorkin suihkuseurapiireihin. Se on uudelleenkirjoitus Edith Whartonin romaanista The Custom of the Country (1913). Wharton (1862–1937) käsitteli tuotannossaan New Yorkin vanhaa yläluokkaa ja kuvasi usein liikettä yhteiskuntaluokassa ylös tai alas. 1990-luvulta alkaen Bushnell on käsitellyt teoksissaan samankaltaisia aiheita, joskin oman aikansa kontekstissa. Hän on itse todennut Whartonin teosten olevan merkittäviä esikuvia omalle tuotannolleen. Pro gradu -tutkielmassani tarkastelen Bushnellin romaania Trading Up Whartonin The Custom of the Country -teoksen uudelleenkirjoituksena. Analysoimalla teoksia rinnakkain selvitän, millaisia keinoja Bushnell käyttää uudelleenkirjoituksessaan ja mikä merkitys Whartonin romaanin uudelleenkirjoituksella on. Tutkimusnäkökulmani on feministinen, ja keskityn valtasuhteisiin liittyviin kysymyksiin. Tarkastelen etenkin yhteiskuntaluokkaan, sukupuoleen ja seksuaalisuuteen liittyviä valtasuhteita ja sitä, miten valtasuhteet Bushnellin uudelleenkirjoituksessa eroavat Whartonin romaanissa esiintyvistä. Tarkastelen tutkimiani romaaneja myös genren näkökulmasta, Trading Up -romaania osana chick lit -genreä ja The Custom of the Country -teosta taparomaanina. Chick lit on 1990- luvulla syntynyt viihteellinen naisten kirjallisuuden genre, joka kuvaa nuoria naisia ja käsittelee esimerkiksi ihmissuhteita ja perheeseen, työelämään tai ulkonäköön liittyviä kysymyksiä. Kulutuskulttuuri ja uusliberalistinen yksilöllisyys kuuluvat chick lit -genreen. Se on kytketty myös postfeminismiin: chick litissä feminismistä joko vaietaan, tai se esitetään pikemminkin yksittäisten naisten elämäntapavalintoina kuin poliittisena liikkeenä. Bushnellin lisäksi myös muut chick lit -kirjailijat ovat teoksissaan viitanneet taparomaaneihin. Tutkielmassani totean Bushnellin uudelleenkirjoittavan The Custom of the Country -romaania paikoitellen hyvin suoraan. Vaikka teosten ajallisen etäisyyden ja yhteiskunnallisten muutosten takia esimerkiksi yhteiskuntaluokkaan liittyvissä valtasuhteissa on tapahtunut muutoksia, esitetään monet asiat muuttumattomina. Etenkin sukupuolen kuvaus ja sukupuoltenväliset valtasuhteet näyttäytyvät samankaltaisina kummassakin teoksessa. Postfeminismissä ja uusliberalismissa yksilön mahdollisuutta tehdä valintoja korostetaan. Bushnellin romaanin naishenkilöhahmoilla pitäisi olla enemmän valinnan mahdollisuuksia kuin Whartonin sankarittarilla, mutta näiden tekemät ratkaisut ovat lopulta hyvin samankaltaisia. Vaikka Trading Up toistaa Whartonin teoksen tarinaa melko tarkasti, ei siitä välity Whartonin romaanissa merkittävää yhteiskuntakriittisyyttä.

Finnish buyers’ perceptions of Indian textile and clothing suppliers: Country of origin in focus

Choosing the right supplier is crucial for long-term business prospects and profitability. Thus organizational buyers are naturally very interested in how they can select the right supplier for their needs. Likewise, suppliers are interested in knowing how their customers make purchasing decisions in order to effectively sell and market to them. From the point of view of the textile and clothing (T&C) industry, regulatory changes and increasing low-cost and globalization pressures have led to the rise of low-cost production locations India and China as the world’s largest T&C producers. This thesis will examine T&C trade between Finland and India specifically in the context of non-industrial T&C products. Its main research problem asks: what perceptions do Finnish T&C industry buyers hold of India and Indian suppliers? B2B buyers use various supplier selection models and criteria in making their purchase decisions. A significant amount of research has been done into supplier selection practices, and in the context of international trade, country of origin (COO) perceptions specifically have garnered much attention. This thesis uses a mixed methods approach (online questionnaire and in-depth interviews) to evaluate Finnish T&C buyers’ supplier selection criteria, COO perceptions of India and experiences of Indian suppliers. It was found that the most important supplier selection criteria used by Finnish T&C buyers are quality, reliability and cost. COO perceptions were not found to be influential in purchasing process. Indian T&C suppliers’ strengths were found to be low cost, flexibility and a history of traditional T&C expertise. Their weaknesses include product quality and unreliable delivery times. Overall, the main challenges that need to be overcome by Indian T&C companies are logistical difficulties and the cost vs. quality trade-off. Despite positive perceptions of India for cost, the overall value offered by Indian T&C products was perceived to be low due to poor quality. Unreliable delivery time experiences also affected buyer’s reliability perceptions of Indian suppliers. The main limiting factors of this thesis relate to the small sample size used in the research. This limits the generalizability of results and the ability to evaluate the reliability and validity of some of the research instruments.

Antecedents and Performance Outcomes of Entrepreneurial Orientation: a Comparative Cross-Country Study

Development of entrepreneurial orientation (EO) within a company is considered to be significant for firm performance in a contemporary market society with constantly changing environment. Considered as entrepreneurial, the firm is able to innovate, make risky investments and be proactive. The purpose of the thesis is to investigate factors which influence EO, the impact of EO on firm performance, and a mediating role of EO in developed and emerging market contexts. The empirical research is conducted quantitatively in a form of a survey in Russia and Finland. The results of the thesis have shown that the relationship between antecedents, EO and firm performance outcomes is different in developed and emerging contexts and can be explained by cultural differences and institutional development. The empirical research has both theoretical and practical novelty. It contributes to the existing literature on EO by the usage of comparative cross-country approach and a broader three-way interaction model between the variables. A general practical implication of the research is that managers may benefit from developing entrepreneurial strategic posture in particular contexts.

European luxury brands made in China: the effect of low-cost country manufacturing on brand image and purchase decisions

European luxury brands have an image of manufacturing their products in the same country where the brands originate. However, in the past years many luxury brands have shifted their manufacturing to countries outside Europe. China is now a common manufacturing country for European luxury brands despite the country’s poor image as a manufacturer. Chinese manufacturing is often associated with bad quality, bad labour conditions, mass production, and counterfeits. The image of China does not quite match the image luxury brands enjoy including characteristics such as high end quality, craftsmanship, details, design, or premium price. A negatively perceived country-of-manufacture may have an effect on a brand’s image and consumers’ purchase decisions. This thesis is focused on European luxury brands manufacturing in China, and how this effects the brand image and purchase decisions among luxury consumers. The empirical part of this thesis is based on focus group research, which is a popular method in the field of qualitative research. The main focus group is female luxury consumers in Finland. This main group has been divided into three categories: 1) the university students, 2) the young career women, 3) the experienced luxury consumers. This categorization has been done based on their different stages in luxury consumption. All in all, the empirical research consisted of 11 interviews and 29 participants. The main contribution of this thesis was that there is a difference between the opinions of the younger groups (university students and young career women) and the experienced luxury consumers when discussing the effect of country-of-manufacture on brand image and purchase decisions of luxury brands. The younger participants thought that manufacturing luxury products in China might affect the brand image, but their purchase decisions would not be that much affected by the country-of-origin. The experienced luxury consumers had quite a different view on the country-of-origin of luxury brands – they found it an important decisive factor prior making purchases. The majority of experienced luxury consumers would not buy luxury products made in China, and they would always check where these products are made in.

Montana and Wyoming territories : embracing most of the country drained by the Madison, Gallatin and upper Yellowstone rivers

Kartta kuuluu A. E. Nordenskiöldin kokoelmaan

The very worst government that any country ever had. Kirkkovaltio ja paavin asema Britannian parlamenttikeskusteluissa Italian yhdistymisprosessin aikana 1858–1861

Tutkielmassa tarkastellaan Britannian parlamentissa käytyä keskustelua Kirkkovaltiosta ja paavin maallisesta vallasta vuosina 1858–1861. Aihetta tarkastellaan kolmen teeman kautta. Nämä teemat ovat Kirkkovaltion ajassa ja paikassa tapahtunut kontekstualisointi, paavin ja katolilaisten Britannialle aiheuttamasta sisäisestä ja ulkoisesta uhasta käyty keskustelu, sekä Kirkkovaltion liittäminen kansainvälisiin suhteisiin. Britannian ja Kirkkovaltion suhdetta 1800-luvun puolivälissä on käsitelty aikaisemmassa tutkimuksessa vain vähän. Suhtautumisen perusasenteena sekä konservatiiveilla että liberaaleilla on pidetty katolilaisvastaisuutta ja Kirkkovaltion lakkauttamisen ajamista. Tutkielmassa pyritään osoittamaan, että Britannian parlamentin jäsenten suhtautuminen oli kuitenkin moniulotteisempaa ja moniäänisempää, kuin pelkkä tiukka katolilaisvastaisuus. Parlamentin jäsenet pyrkivät kontekstualisoimaan Kirkkovaltiota käyttämällä vertauksia sekä Britanniaan ja Sardinian kuningaskuntaan, että erilaisiin historiallisiin tilanteisiin. Keskusteluun osallistuneilla parlamentin jäsenillä oli myös hyvin laaja skaala erilaisia kontakteja Italiaan ja Roomaan, ja he olivat hyvin perillä paavin maallisesta vallasta käydystä yleiseurooppalaisesta kirjallisesta debatista. Osa parlamentin jäsenistä näki paavin ja katolilaiset sekä sisäisenä että ulkoisena uhkana Britannialle, mikä liittyy vahvasti 1800-luvun puolivälin uhkakuvia täynnä olleeseen näkemykseen. Näkemys uhasta tiivistyi keskusteluun uskollisuudenvalan uudistamisesta vuonna 1858. Tässä keskustelussa esiin nousivat erityisesti ääriprotestanttiset, katolilaisvastaiset parlamentin jäsenet. Osa parlamentin jäsenistä näki paavin itsenäisyyden toisaalta myös hyvänä asiana, ja paavin maallisen vallan lakkauttamista uhkana Britannialle. Viimeisessä käsittelyluvussa tutkitaan suhtautumista Kirkkovaltioon kansainvälisten suhteiden tasolla. Britannialla ei ollut virallisia diplomaattisuhteita Kirkkovaltioon, mutta maan epävirallisista suhteista ja niiden kehittämisestä käytiin parlamentissa keskustelua. Parlamentissa keskusteltiin myös Ranskan ja Itävallan merkityksestä Kirkkovaltiolle, sekä Kirkkovaltion mahdollisista aluemenetyksistä tai jopa valtion lakkauttamisesta. Keskustelua käytiin myös brittien värväämisestä paavin armeijaan ja paavia vastustaneen Garibaldin joukkoihin.

An Update on Inter-Country Differences in Recovery and Utilization of Recycled Paper

The use of recovered paper as raw material in the paper and board industry has increased heavily during recent decades. At the same time, growing environmental awareness has raised the interest in recycling and a more sustainable way of living, at least in high-income countries. This paper combines these topics and explores how economic, demographic and environmental factors have affected the recovery and utilization of recycled paper between 1992 and 2010 in a sample of 70 countries. This study updates and extends the previous research on the topic using panel data and panel data estimation methods. The results confirm the roles of economic determinants but also indicate that concern for the environment impacts the recovery of recycled paper particularly in high-income countries. Moreover, the motives for recycling appear to depend on the income level of a country, which is something that future policies should consider.