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Word sense disambiguation (WSD) is meant to assign the most appropriate sense to a polysemous word according to its context. We present a method for automatic WSD using only two resources: a raw text corpus and a machine-readable dictionary (MRD). The system learns the similarity matrix between word pairs from the unlabeled corpus, and it uses the vector representations of sense definitions from MRD, which are derived based on the similarity matrix. In order to disambiguate all occurrences of polysemous words in a sentence, the system separately constructs the acyclic weighted digraph (AWD) for every occurrence of polysemous words in a sentence. The AWD is structured based on consideration of the senses of context words which occur with a target word in a sentence. After building the AWD per each polysemous word, we can search the optimal path of the AWD using the Viterbi algorithm. We assign the most appropriate sense to the target word in sentences with the sense on the optimal path in the AWD. By experiments, our system shows 76.4% accuracy for the semantically ambiguous Korean words. 相似文献
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Recent advances in droplet microfluidics have led to the fabrication of versatile vesicles with a structure that mimics the cellular membrane. These artificial cell-like vesicles including polymersomes and liposomes effectively enclose an aqueous core with well-defined size and composition from the surrounding environment to implement various biological reactions, serving as a diverse functional reactor. The advantage of realizing various biological phenomena within a compartment separated by a membrane that resembles a natural cell membrane is actively explored in the fields of synthetic biology as well as biomedical applications including drug delivery, biosensors, and bioreactors, to name a few. In this Perspective, we first summarize various methods utilized in producing these polymersomes and liposomes. Moreover, we will highlight some of the recent advances in the design of these artificial cell-like vesicles for functional bioreactors and discuss the current issues and future perspectives. 相似文献
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Yong‐Seok Seo 《Journal of Philosophy of Education》2014,48(1):86-99
The current age is characterised by many as secular, and a source of such a characterisation can be found in the Nietzschean claim that thoughts about there being some ultimate reality have to be jettisoned, and human existence and the world need to be embraced as they are. That claim is renewed by some secular thinkers who insist that education has to be reconceived in ways congenial to the new age. It is argued that central to their logic is the dichotomy between the religious and the secular or the otherworldly and the earthly, and that this dichotomy is simplistic as well as problematic. As an alternative to the ‘two worlds’ view, the ‘two aspects’ view is suggested, with an interpretation of reality that the noumenon––the non‐human––has to be taken in the negative sense. Against secularising the domain of education, it is indicated that there still remains a place for education to occupy between the two poles of religiousness and secularity. 相似文献
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This study investigated whether the presence of learning disabilities (LD) at age 10 was related to later schooling, employment, income, receipt of public aid, involvement in crime, and feeling of victimization at ages 21 and 24. Confidential self-report data were collected in a prospective, longitudinal panel study from a sample of 571 students, of whom 60 (10.5%) were children with LD. After controlling for gender, ethnicity, and socioeconomic status, the following results were obtained: The highest postsecondary school attainment for young adults with LD was not significantly different from that of their peers without LD, both at age 21 and age 24. The rate of employment and amount of earned income of young adults with LD were not significantly lower than those of their peers without LD both at age 21 and age 24. Young adults with LD were not significantly different from their peers without LD at age 21 and age 24 with respect to having children, but young adults with LD received significantly more public aid (such as food stamps, supplemental security income, and unemployment compensation) at age 21 but not at age 24. Young adults with LD were not significantly different from their peers without LD in committing crimes or feeling victimized at age 21 and age 24. 相似文献
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Ga-eun Seo Amir Hedayati Mehdiabadi Wenhao Huang 《Journal of Further & Higher Education》2017,41(6):741-759
This exploratory study aims to identify the core competencies necessary to successfully advance the careers of female associate professors in higher education. To ascertain these core career competencies, a critical incident interview technique was employed. One-to-one semi-structured interviews with six female full professors at a major research university in the Midwestern region of the United States were conducted. Based on participants’ career advancement experiences, the following competencies were identified: (1) making important connections, (2) fulfilling responsibilities in academia, (3) being politically savvy, (4) managing personal and professional obligations, (5) developing a sense of self-agency for one’s career, and (6) believing in one’s self in the work environment. The action-oriented findings of this research, rather than skill-based, can be easily adapted by faculty and institutions, both domestically and internationally, to improve current practices. These findings offer a unique contribution for improving the research and practice of career development among female faculty in higher education. 相似文献
6.
So-Jung Seo 《Early Childhood Education Journal》2006,33(4):253-260
Using a sample of 42 Korean mothers whose infants are cared for by someone at non-maternal child care facilities, this study first examined both main effects and interaction effects between maternal knowledge of infant development and maternal self-efficacy on parenting behavior. Second, the combined effects of variables of interest in this study including maternal knowledge of infant development, maternal self-efficacy, and parenting behavior on the child developmental outcome were investigated. Significant relationships between maternal knowledge of infant development and parenting behavior and child development outcome were detected. Only main effects of maternal knowledge of infant development were detected. Furthermore, maternal knowledge of infant development was the only significant predictor of infant developmental outcome. Research implications were discussed both on the continuum of findings from previous studies with Western samples and in terms of provision of effective early intervention programs for this targeted population. 相似文献
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Objective. This study examined associations among Korean immigrant mothers’ use of praise and encouragement, their acculturation, their children’s socioemotional and behavioral difficulties, and the moderating role of child gender and age. Design. One hundred and twenty Korean immigrant mothers in the United States and their preschool children participated. Maternal praise and encouragement were observed during free-play interactions. Mothers reported their acculturation level, and teachers reported on children’s difficulties. Results. Mothers used process praise most frequently. Higher maternal American acculturation was associated with more use of person and other praise. Higher Korean acculturation was associated with greater use of person praise among younger children, but less use of person praise among older children. Mothers higher in American acculturation used more encouragement with older children only. Maternal encouragement was associated with fewer child difficulties. Conclusion. Korean mothers’ acculturation impacted their use of praise and encouragement, and maternal encouragement may be important for decreasing children’s difficulties. 相似文献
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Hyunjin Seo Joseph Erba Darcey Altschwager Mugur Geana 《Journal of Applied Communication Research》2019,47(2):130-152
Based on our community engagement project involving 47 older, low-income African-American adults from a senior community center, this study analyzes how an underserved population acquires knowledge and skills related to digital technologies. We discuss the conceptualization, implementation, and evaluation of a weekly, four-month long computer class for members of the senior community center. Our mixed-method research shows the importance of taking into account both the multidimensional nature of adult learning and the social and cultural contexts in which learning occurs when working with underserved adult populations. Findings from our formative and evaluative research offer insights into changes in the computer class participants’ attitudes toward and perspectives on key digital literacy issues including security and privacy online and online information verification. Scholarly and policy implications are discussed in the context of digital competency and adult learning for marginalized populations. 相似文献
10.
Seungji Yang Sang Kyun Kim Kyong Sok Seo Yong Man Ro Ji-Yeon Kim Yang Suk Seo 《Information processing & management》2007
In this paper, a semantic categorization method in generic home photos is proposed. In recent years, the semantic categorization of image has been a challenge due to the proliferation of digital home photos. Our approach is to detect semantically meaningful concepts contained in a photo. The proposed method incorporates an intermediate level of concepts, called local concept, so that it catches well semantic meaning of local regions of image as bridging the semantic gap of the low-level features and high-level category concepts. To detect the local concepts from the home photo, region segmentation by photographic region template and concept merging is also proposed. The efficacy of the proposed semantic categorization method was demonstrated with 3828 general home photos. The experiment results showed the proposed categorization method would be useful to detect multiple semantic meaning of the home photos. 相似文献