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Previous studies have shown that weeding a library collection benefits patrons and increases circulation rates. However, the time required to review the collection and make weeding decisions presents a formidable obstacle. This study empirically evaluated methods for automatically classifying weeding candidates. A data set containing 80,346 items from a large-scale weeding project running from 2011 to 2014 at Wesleyan University was used to train six machine learning classifiers to predict a weeding decision of either ‘Keep’ or ‘Weed’ for each candidate. The study found statistically significant agreement (p?=?0.001) between classifier predictions and librarian judgments for all classifier types. The naive Bayes and linear support vector machine classifiers had the highest recall (fraction of items weeded by librarians that were identified by the algorithm), while the k-nearest-neighbor classifier had the highest precision (fraction of recommended candidates that librarians had chosen to weed). The variables found to be most relevant were: librarian and faculty votes for retention, item age, and the presence of copies in other libraries. 相似文献
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David E. Hubbard Sierra Laddusaw Joel Kitchens Rusty Kimball 《The Journal of Academic Librarianship》2018,44(3):404-411
Academic libraries are increasingly seeking ways to demonstrate their impact on student learning. Acknowledgments - formal statements of indebtedness – in graduate theses and dissertations provide a rather unexplored area for demonstrating impact of the academic library on student learning. This study uses quantitative and qualitative methods to characterize acknowledgments of the Texas A&M University Libraries (TAMU Libraries) in theses and dissertations, both overall and for three disciplines specifically: civil engineering, geography, and history. This study also searched for mentions of the TAMU Libraries throughout the entire body of theses and dissertations. Overall, acknowledgments to the TAMU Libraries in theses and dissertations were less than 1%, though acknowledgments were found in all three disciplines with over a quarter of the history theses and dissertations containing an acknowledgment to libraries. There was no statistically significant difference found between the numbers of acknowledgments in theses versus dissertations. Acknowledgments to the TAMU Libraries were found in the theses and dissertations of 28 different departments. Mentions to the TAMU Libraries – not necessarily a formal acknowledgment – were found throughout the text of theses and dissertations with most concentrated in the acknowledgment, method, and bibliography sections. 相似文献
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EUROPEAN PUBLIC PERCEPTIONS OF SCIENCE 总被引:2,自引:0,他引:2
Bauer Martin; Durant John; Evans Geoffrey 《Int. Journal of Public Opinion Research》1994,6(2):163-186
In this paper we explore the relationships between public interestin, knowledge of, and attitudes towards science and technologyand the level of industrialization in 12 countries of the EuropeanCommunity. Using the 1989 Eurobarometer survey no 31 (N=11,678),we constructed four scales measuring interest, knowledge, generalattitudes to science, and support for EC funded science foreach of the 12 EC countries. We found that overall factual scientificknowledge correlates moderately positively with interest andattitudes to science. For example the Netherlands and GreatBritain have relatively high levels of knowledge, interest,and support for science in general. Spain and Greece have relativelylow levels of knowledge, interest, and support for science ingeneral. However, the simple correlation hides more complexrelationships. First, the variance within and across countriesof knowledge, attitudes and interest increases with nationallevels of knowledge. This indicates greater degrees of polarizationof both support and interest. Second, the data indicates a post-industrialismeffect: knowledge, interest in, and attitudes to science showa curvilinear relationship with levels of industrialization.The decline of interest in science and the less positive attitudesin highly developed countries requires further exploration.Third, we found, that the consistency of the knowledge and theattitude measures declines as the national level of knowledgeincreases. We suggest that this reflects a knowledge-ignoranceparadox and knowledge specialization among informed populations.Support for EC level science follows a different pattern. Wefound that France, Italy, and Spain show high levels of supportfor EC level science. This is not the case in Great Britainand Germany. The pattern suggests that attitudes towards ECscience are formed on the basis of national level scientificstrength: if the national science base is strong, EC scienceinitiatives find less support and vice versa. These findingsrepresent a first step towards a comparative assessment of publicunderstanding of science in EC countries. 相似文献
5.
Geoffrey Short 《British Journal of Religious Education》2005,27(3):253-264
Contrasting explanations of Jewish survival form the backdrop to this article. For Jonathan Sacks (1994) the crucial factor has been the role played by Jewish education; indeed, he claims that the demographic threat currently facing Anglo‐Jewry is largely the result of the community having neglected the Jewish education of its children over the past 200 years. He advocates reinstating this communal responsibility as the sovereign Jewish value in order to deal with the threat. In my view, the influence that Sacks attributes to education and particularly to Jewish schools is overstated. It stems from a misreading of modern Anglo‐Jewish history and from a failure to take fully into account the ways in which Jewish schools impact on their pupils’ ethnic and religious identity. These considerations apart, I contend that prioritising education will not necessarily strengthen the commitment to Jewish continuity that is the sine qua non of survival. 相似文献
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Geoffrey Caston 《比较教育学》1993,29(3):321-332
8.
David A. Child Thomas M. Duffy Sonny Kirkley Lori Hubbard 《Journal of Science Education and Technology》1997,6(3):161-171
We examined the implementation of a laser-disk based science curriculum in an elementary school. The goal was to develop a richer understanding of the principles for designing a curriculum that will adequately support teachers in adopting a learner-centered framework. Issues included: who has ownership of the classroom discussion; what types of activities are engaged in terms of the constraints imposed; and what is the teacher's response to the specific tools provided (the teacher's guide, the Circle of Learning, and concept maps). In addition to looking at the implementation pattern, we also examined the impact of the implementation on student attitudes and anxiety toward science. Results indicated little adoption of the curriculum, and teachers continued to maintain a high degree of control in the classroom. However, results also indicated significant effects of the curriculum on science attitude and anxiety. Suggestions for future research are included. 相似文献
9.
Data-driven decision making continues to be a growing educational reform initiative across the globe. The effective use of data requires that teachers develop the knowledge and skills to analyze and use data to improve instruction. The purpose of this article is to examine teachers’ capacity for and beliefs about data use. These issues are examined through a review of research in the past decade. We find that teachers’ beliefs about and capacity for data use are often not connected within the literature or in practice, but we argue they are the heart of the connection between data and instructional change. Teachers’ capacity to use data and their beliefs about data use are shaped within their professional communities, in training sessions, and in their interactions with coaches, consultants, and principals. However, efforts to develop teachers’ capacity for data use often fall short of their goals. Correspondingly, teachers have varied beliefs about data use, and some feel they lack the ability to use data to inform instruction. In order to be more successful, capacity building should directly address teachers’ beliefs, and data use must be decoupled from external accountability demands and involve a variety of information on student learning. 相似文献
10.
Geoffrey Levett 《国际体育史杂志》2017,34(7-8):599-618
The 1900s saw two tours of the United Kingdom (UK) by a mixed race cricket team representing the West Indies. This paper argues that the tours were part of a concerted cultural campaign largely organized by the West India Committee to raise the profile of the British West Indian colonies in the Mother Country in the light of competition for favour among the settler colonies. It analyzes the selection of the team and its reception in the UK to argue that the existing literature has been mistaken in portraying the team to have been subject to consistent hostility due to the inclusion of black players in the touring party. Rather it is argued that the team of 1900 was largely welcomed as a truly representative West Indian team but that by 1906 a tightening of the definition of who could represent the empire on the sports field, influenced by the settlement of the South Africa War, meant that mixed race cricket would be rejected and the West Indians unjustly excluded from the Imperial Cricket Conference, which became an all whites club. 相似文献