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1.
We investigate how, and to what extent, morphological complexity of the language influences text classification using support vector machines (SVM). The Croatian–English parallel corpus provides the basis for direct comparison of two languages of radically different morphological complexity. We quantified, compared, and statistically tested the effects of morphological normalisation on SVM classifier performance based on a series of parallel experiments on both languages, carried over a large scale of different feature subset sizes obtained by different feature selection methods, and applying different levels of morphological normalisation. We also quantified the trade-off between feature space size and performance for different levels of morphological normalisation, and compared the results for both languages. Our experiments have shown that the improvements in SVM classifier performance is statistically significant; they are greater for small and medium number of features, especially for Croatian, whereas for large number of features the improvements are rather small and may be negligible in practice for both languages. 相似文献
2.
Aleksandra Pikić 《Public Library Quarterly》2020,39(2):115-139
ABSTRACTThe achievement of social justice, which implies the development of collections and the design of services for different user groups, is an objective present in the mission of public libraries. Since the 1950s, Croatian public libraries have been continuously developing collections and services for different user communities. However, one user community has remained largely unrecognized – LGBTIQ people. Therefore, the aim of the research presented in this paper is to examine the importance of the role of public libraries in the life of the LGBTIQ community in the Republic of Croatia. With a sample of 259 respondents, information behaviors, attitudes and experiences of LGBTIQ people in relation to public libraries have been examined via an online survey. In particular, this study explored the extent to which members of public libraries differ from non-members. The obtained results should contribute to a better understanding of the information needs and behavior of members of sexual minorities and help bring this group of users closer to (Croatian) public libraries by ensuring that libraries more adequately respond to their needs. 相似文献
3.
Marta Meštrović Deyrup 《Slavic & East European Information Resources》2013,14(4):211-221
The report focuses on the publishing activities of the Italian minority communities in Croatia and the Istrian and Dalmatian diasporic communities in Italy. These publications take a variety of forms and include monographs, belle-lettres, reference works, Italian-language textbooks, contemporary literature, and academic journals. Some are published by local organizations, others by university and commercial presses, while others are privately funded. The report is a preliminary effort to document scholarly resources that are important to both Slavic and Italian studies. 相似文献
4.
《Slavic & East European Information Resources》2013,14(4):3-17
ABSTRACT Using numerical methods and list-checking on the national electronic union catalog, the author surveys the Russian, Czech, Polish, Serbo-Croatian and Hungarian book collections in Japanese academic libraries. 相似文献
5.
Sanja Tatalović Vorkapić Lidija Vujičić 《Early Years: An International Journal of Research and Development》2013,33(1):33-44
Constant changes in a modern world and scientific knowledge from the growing field of Positive Psychology appear to make a previously unheeded contribution to preschool teacher competences. The aim of this study was to explore preschool teachers' opinions concerning the need for positive psychology knowledge and its implementation. A nine-item pool was used on a sample of 49 preschool teachers (mean age 33) enrolled in a graduate programme of early and preschool care and education in Rijeka. Overall, preschool teachers liked this subject very much and thought it was needed very much for their profession at all work levels. Also, they viewed the positive psychology findings as very useful and applicable in their work, and especially in their work with children. Finally, they saw lots of implementation possibilities in Croatian kindergartens. 相似文献
6.
《Slavic & East European Information Resources》2013,14(1):25-74
ABSTRACT The history of the almanac in Croatia is reconstructed through primary research in bibliographic and archival sources. The almanac is a vehicle for knowledge communication in informal contexts, engaging both oral tradition and literary forms traceable to medieval literacy and ways of structuring knowledge. The history of the almanac in Croatia reflects the changing context of the book trade, literacy, and the evolution of language. Four main stages are identified: (1) the beginning of the annual almanac in the seventeenth century; astrological almanacs reflecting the sensibility of the Baroque period; (2) the Enlightenment's stimulation of almanac publishing in the spirit of contemporary secular reforms in agriculture and education; (3) nineteenth-and twentieth-century almanac trade, showing complex and overlapping networks for the production, distribution and appropriation of printed almanacs;(4) roughly the end of World War II, when the almanac slowly moved out of the role of a popular mass medium and into specialized niches represented by regional, diaspora, and religious almanacs. 相似文献
7.
《Journalism Practice》2013,7(5):620-635
This article examines the key factors shaping the opportunities for feminist journalism in large, mainstream media organizations. It shows how journalists' notions about gender, different professional journalistic ideals, and feminist media activism advance or hinder feminist journalism at different levels of media production. The impact of these factors is explored further in the particular contexts of the post-authoritarian societies of contemporary Serbia and Croatia. While individual Serbian and Croatian pro-feminist journalists were often able to pursue socially committed journalism in their day-to-day choice of topics, sources and approaches, their opportunities to affect programme, departmental or channel policy were more limited. Such opportunities depended on a constellation of the following factors: the strength of women's non-governmental organizations' media activism; media management's support for gender equality initiatives and/or critical forms of journalism; and the broader political developments concerning gender and media politics in the two countries. 相似文献
8.
Marta Meštrović Deyrup 《Slavic & East European Information Resources》2013,14(4):402-407
It is generally known that the New York Public Library (NYPL) is one of the most important repositories of Slavic intellectual and cultural documents, literature, and scholarly writings outside Europe. The specifics of the Croatian collection are not so well known, however. In an attempt to provide scholars with an overview of the NYPL's resources, this report describes the holdings of three of the Library's research divisions: the Slavic and Baltic Division, the General Research Division, and the Map Division, which are located at the Humanities and Social Sciences Library at Fifth Avenue and 42nd Street in Manhattan. Although the divisions function autonomously and are at a physical remove from each other within the institution, their Croatian holdings are uniformly cataloged within one electronic database (CATNYP), which can be accessed via the web at http://catnyp.nypl.org. 相似文献
9.
The main aim of the present study was to examine the quality of religious education in Croatian primary schools when assessed from teachers’ perspective. Religious education teachers (N?=?226) rated the impact of certain factors on the existing quality of religious education in primary schools and expressed their expectations about the future status of this aspect of education. In addition, teachers rated different sources of their professional satisfaction as religious education teachers. We identified understandable latent dimensions of teachers’ opinions, expectations and satisfaction where retained dimensions are modestly interrelated. The conducted regression analyses suggest that teachers with different professional status-related personal attributes are fairly uniform in their views, expectations and satisfactions. An interesting finding of this study concerns the relationship between school-based Catholic religious education and the parish-based catechesis, where an existing relationship represents a weak source of religious education teachers’ satisfaction. This represents a valuable empirically driven insight regarding the Catholic religious education in Croatian schools with some importance to the broader context of religious education in general. 相似文献
10.
Due to natural language morphology, words can take on various morphological forms. Morphological normalisation – often used in information retrieval and text mining systems – conflates morphological variants of a word to a single representative form. In this paper, we describe an approach to lexicon-based inflectional normalisation. This approach is in between stemming and lemmatisation, and is suitable for morphological normalisation of inflectionally complex languages. To eliminate the immense effort required to compile the lexicon by hand, we focus on the problem of acquiring automatically an inflectional morphological lexicon from raw corpora. We propose a convenient and highly expressive morphology representation formalism on which the acquisition procedure is based. Our approach is applied to the morphologically complex Croatian language, but it should be equally applicable to other languages of similar morphological complexity. Experimental results show that our approach can be used to acquire a lexicon whose linguistic quality allows for rather good normalisation performance. 相似文献