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Choosing features for classifying multiword expressions
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In: Multiword expressions: Insights from a multi-lingual perspective ; https://hal.archives-ouvertes.fr/hal-01802489 ; Manfred Sailer; Stella Markantonatou. Multiword expressions: Insights from a multi-lingual perspective, Language Science Press, pp.143-186, 2018, 978-3-96110-063-7. ⟨10.5281/zenodo.1182597⟩ ; http://langsci-press.org/catalog/book/184 (2018)
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How Family Members and People from U.S. Mainstream Culture Communicate Support to Latina/o Early Adolescent Language Brokers
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In: Mendez Murillo, Roselia. (2018). How Family Members and People from U.S. Mainstream Culture Communicate Support to Latina/o Early Adolescent Language Brokers. 0035: Communication. Retrieved from: http://www.escholarship.org/uc/item/89m7s35h (2018)
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How Family Members and People from U.S. Mainstream Culture Communicate Support to Latina/o Early Adolescent Language Brokers
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Validation Study of the Abbreviated Version of the Lubben Social Network Scale Spanish Translation among Mexican and Mexican-American Older Adults.
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In: Journal of cross-cultural gerontology, vol 33, iss 1 (2018)
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Validation Study of the Abbreviated Version of the Lubben Social Network Scale Spanish Translation among Mexican and Mexican-American Older Adults.
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In: Vilar-Compte, M; Vargas-Bustamante, A; & Lubben, J. (2018). Validation Study of the Abbreviated Version of the Lubben Social Network Scale Spanish Translation among Mexican and Mexican-American Older Adults. Journal of cross-cultural gerontology, 33(1), 83 - 99. doi:10.1007/s10823-017-9341-5. UCLA: Retrieved from: http://www.escholarship.org/uc/item/1s81m8zw (2018)
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Communication access: Is there some common ground between the experiences of people with aphasia and speakers of English as an additional language?
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In: Research outputs 2014 to 2021 (2018)
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Determinants of intercultural adjustment : emotional and social aspects on work and non-work environment
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Forms Of Social And Pedagogical Support Of The Population In The Territory Of Smolensk Province In The Middle Of The Xix - Beginning Of The Xx Century ...
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Forms Of Social And Pedagogical Support Of The Population In The Territory Of Smolensk Province In The Middle Of The Xix - Beginning Of The Xx Century ...
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A systematic review of the psychometric properties of the cross-cultural translations and adaptations of the Multidimensional Perceived Social Support Scale (MSPSS)
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| 11 |
Using semantic clustering to support situation awareness on Twitter: the case of world views
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| 12 |
Acculturative Stress, English Proficiency, Social Support, and Coping Strategies Among Chinese International Students
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In: UNLV Theses, Dissertations, Professional Papers, and Capstones (2018)
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| 13 |
Attention control comparisons with SLT for people with aphasia following stroke: methodological concerns raised following a systematic review
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| 16 |
Une étude exploratoire sur l’usage des sites de réseautage social dans la trajectoire d'intégration des étudiants internationaux brésiliens à l’Université de Montréal
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| 17 |
Mexican-Origin Parents’ Stress and Satisfaction: The Role Of Emotional Support
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In: Faculty Publications from Nebraska Center for Research on Children, Youth, Families, and Schools (2018)
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| 18 |
Computational Approaches for Analyzing Social Support in Online Health Communities
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Abstract:
Online health communities (OHCs) have become a medium for patients to share their personal experiences and interact with peers on topics related to a disease, medication, side effects, and therapeutic processes. Many studies show that using OHCs regularly decreases mortality and improves patients mental health. As a result of their benefits, OHCs are a popular place for patients to refer to, especially patients with a severe disease, and to receive emotional and informational support. The main reasons for developing OHCs are to present valid and high-quality information and to understand the mechanism of social support in changing patients' mental health. Given the purpose of OHC moderators for developing OHCs applications and the purpose of patients for using OHCs, there is no facility, feature, or sub-application in OHCs to satisfy patient and moderator goals. OHCs are only equipped with a primary search engine that is a keyword-based search tool. In other words, if a patient wants to obtain information about a side-effect, he/she needs to browse many threads in the hope that he/she can find several related comments. In the same way, OHC moderators cannot browse all information which is exchanged among patients to validate their accuracy. Thus, it is critical for OHCs to be equipped with computational tools which are supported by several sophisticated computational models that provide moderators and patients with the collection of messages that they need for making decisions or predictions. We present multiple computational models to alleviate the problem of OHCs in providing specific types of messages in response to the specific moderator and patient needs. Specifically, we focused on proposing computational models for the following tasks: identifying emotional support, which presents OHCs moderators, psychologists, and sociologists with insightful views on the emotional states of individuals and groups, and identifying informational support, which provides patients with an efficient and effective tool for accessing the best-fit messages from a huge amount of patient posts to satisfy their information needs, as well as provides OHC moderators, health-practitioners, nurses, and doctors with an insightful view about the current discussion under the topics of side-effects and therapeutic processes, giving them an opportunity to monitor and validate the exchange of information in OHCs. We proposed hybrid models that combine high-level, abstract features extracted from convolutional neural networks with lexicon-based features and features extracted from long short-term memory networks to capture the semantics of the data. We show that our models, with and without lexicon-based features, outperform strong baselines.
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Keyword:
Deep Learning; Information storage and retrieval systems -- Medicine; Machine Learning; Medicine -- Computer network resources; Natural Language Processing; Online Health Communities; Social media in medicine; Social networks; Social Support
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URL: https://digital.library.unt.edu/ark:/67531/metadc1157594/
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| 19 |
Los youtubers y la construcción de la identidad adolescente
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In: Comunicar: Revista científica iberoamericana de comunicación y educación, ISSN 1134-3478, Nº 55, 2018, pags. 61-70 (2018)
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Factores socio-cognitivos y emocionales en la agresión del ciberacoso
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In: Comunicar: Revista científica iberoamericana de comunicación y educación, ISSN 1134-3478, Nº 56, 2018, pags. 19-28 (2018)
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