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Support of Informal Carers for People After a Stroke with Crowdsourcing and Natural Language Processing


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[1] KARMAN, S. Senthamarai ‒ RAMARAJ, N.: Similarity-Based Techniques for TextDocument Classification. Int. J. SoftComput, 2008, 3.1: 58-62. Search in Google Scholar

[2] OPITKA, P. ‒ ŠMAJSTRLA, V.: “PRAVDĚPODOBNOST A STATISTIKA,” [In Czech] (Probability and statistics) 2013. [Online]. Available: https://homen.vsb.cz/oti73/cdpast1/KAP02/PRAV2.HTM. [Accessed on 4. 3.2018]. Search in Google Scholar

[3] “Tf-idf :: A Single-Page Tutorial - Information Retrieval and Text Mining,” [Online]. Available: http://www.tfidf.com/. [Accessed on 25. 12. 2017]. Search in Google Scholar

[4] LANDAUER, Thomas K. ‒ FOLTZ, Peter W. ‒ LAHAM, D.: An introductionto latent semantic analysis. Discourse processes, 1998, 25.2-3: 259-284.10.1080/01638539809545028 Search in Google Scholar

[5] HAJEK, P. et al.: Možnosti využití přístupu indexování latentní sémantiky při předpovídání finančních krizí. POLITICKÁ EKONOMIE, [In Czech] (Possible use of indexed latent semantic approach for financial crisis prediction) 2009, 6: 755. Search in Google Scholar

[6] “Support Vector Machines (SVM),” TIBCO Software Inc, [Online]. Available: http://www.statsoft.com/Textbook/Support-Vector-Machines. [Accessed on 28. 12. 2017]. Search in Google Scholar

[7] ŽIŽKA, J.: “Studijní materiály předmětu FI:PA034,” [In Czech] (Study materials to FI:PA034) [Online]. Available: https://is.muni.cz/el/1433/podzim2006/PA034/09SVM.pdf. [Accessed on 29. 12. 2017]. Search in Google Scholar

[8] CAVNAR, William B. et al.: N-gram-based text categorization. Ann arbor mi,1994, 48113.2: 161-175. Search in Google Scholar

[9] HABROVSKA, P.: “Vybrané kapitoly z počítačového zpracování přirozeného jazyka,” 2010. [In Czech] (Selected chapters from natural language processing) [Online]. Available: http://www.inflow.cz/kratce-o-zpracovaniprirozeneho-jazyka. Search in Google Scholar

[10] SCAGLIARINI, L. ‒ VARONE, M.: “Natural language processing and text mining,” 11 April 2016. [Online]. Available: http://www.expertsystem.com/naturallanguage-processing-and-text-mining/. [Accessed on 15. 12. 2017]. Search in Google Scholar

[11] KODIMALA, S.: Study of stemming algorithms. 2010. Search in Google Scholar

[12] RISUENO, T.: “The difference between lemmatization and stemming,” 28. 1.2018. [Online]. Available: https://blog.bitext.com/what-is-the-difference-betweenstemming-and-lemmatization/. [Accessed on 4. 3. 2018]. Search in Google Scholar

[13] ŠMERK, P. ‒ RYCHLÝ, P.: “Majka – rychlý morfologický analyzátor,” [In Czech] (Majka - quick morphological analyzer) 2009. [Online]. Available: https://www.muni.cz/vyzkum/publikace/935762. [Accessed on 15. 12. 2017]. Search in Google Scholar

[14] ESTELLÉS-AROLAS, E. ‒ GONZÁLEZLADRÓN-DE-GUEVARA, F.: Towards an integrated crowdsourcing definition. Journal of Information science, 2012, 38.2: 189-200.10.1177/0165551512437638 Search in Google Scholar

[15] SCHENK, E. ‒ GUITTARD, C.: Crowdsourcing: What can be Outsourcedto the Crowd, and Why. In: Workshop on Open Source Innovation, Strasbourg, France. 2009. Search in Google Scholar

[16] AITAMURTO, T. ‒ LEIPONEN, A. ‒ TEE, R.: The promise of ideacrowdsourcing–benefits, contexts, limitations. Nokia Ideas project White Paper, 2011, 1: 1-30. Search in Google Scholar

[17] KALSI, M.: “Crowdsourcing through Knowledge Marketplace,” 3. 3. 2009. [Online]. Available: http://blog.spinact.com/knowledge as a service/2009/03/crowdsourcing-throughknowledge-marketplace-.html. [Accessed on 2018 3. 4.]. Search in Google Scholar

[18] KAUFMANN, N. ‒ SCHULZE, T. ‒ VEIT, D.: More than fun andmoney. Worker Motivation in Crowdsourcing-A Study on Mechanical Turk. In: AMCIS. 2011. p. 1-11. Search in Google Scholar

[19] VRL, NICTA. An unsupervised approach to domain-specific term extraction. In: Australasian Language Technology Association Workshop 2009. 2009. p. 94. Search in Google Scholar

[20] TSAPATSOULIS, N. ‒ DJOUVAS, C.: Feature extraction for tweet classification: Do the humans perform better? In: Proceedings of the 12th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP 2017), pp. 53-58, Bratislava, Slovakia, July 2017.10.1109/SMAP.2017.8022667 Search in Google Scholar

[21] TSAPATSOULIS, N. ‒ DJOUVAS, C.: Opinion mining from socialmedia short texts: Does collective intelligence beat deep learning? Frontiers in Robotics and AI, vol. 5, article 138, January 2019, DOI: 10.3389/frobt.2018.0013810.3389/frobt.2018.00138780564233501016 Search in Google Scholar

[22] SUROWIECKI, J.: The Wisdom of Crowds. 2005. Search in Google Scholar

[23] KEARNS, K.: “9 Great Examples of Crowdsourcing in the Age of Empowered Consumers,” 10. 7. 2015. [Online]. Available: http://tweakyourbiz.com/marketing/2015/07/10/9-great-examplescrowdsourcing-age-empowered-consumers/. [Accessed on 10.3. 2018]. Search in Google Scholar

[24] ALBRECHT, D. ‒ WOLLENSAK, T. ‒ ERNST, C. ‒ BECKER, C. ‒ HAUTZINGER, M. ‒ PFEIFFER, K.: (2015). Costs of informal care in a sample of German geriatric stroke survivors. Eur JAgeing 13(1): 49–61. DOI: 10.1007/s10433-015-0356-x.10.1007/s10433-015-0356-x554916328804371 Search in Google Scholar

[25] CHEN, P. ‒ FYFFE, D. C. ‒ HREHA, K.: (2017). Informal caregivers’ burden and stress in caringfor stroke survivors with spatial neglect: an exploratory mixed-method study. Top Stroke Rehabil 24(1): 24–33. DOI: 10.1080/10749357.2016.1186373.10.1080/10749357.2016.118637327216085 Search in Google Scholar

[26] IMARHIAGBE, F. A. ‒ ASEMOTA, A. U. ‒ ORIPELAYE, B. A. ‒ AKPEKPE, J. E. ‒ OWOLABI, A. A. ‒ ABIDAKUN, A. O. et al.: (2017). Burden of Informal Caregivers of Stroke Survivors: Validation of the Zarit Burden Interview in an African Population. Ann Afr Med 16(2): 46–51. DOI: 10.4103/aam.aam 213 16. Search in Google Scholar

[27] JOO, H. ‒ DUNET, D. O. ‒ FANG, J. ‒ WANG, G.: (2014). Cost of informal caregiving associatedwith stroke among the elderly in the United States. Neurology 83(20): 1831–1837. DOI: 10.1212/WNL.0000000000000986.10.1212/WNL.0000000000000986436592325305152 Search in Google Scholar

[28] PENDERGRASS, A. ‒ BEISCHE, D. ‒ BECKER, C. ‒ HAUTZINGER, M. ‒ PFEIFFER, K.: (2015). An abbreviated German version of the Sense of Competence Questionnaire among informal caregivers of relatives who had a stroke: development and validation. Eur J Ageing 12(3): 203–213. DOI: 10.1007/s10433-015-0342-3.10.1007/s10433-015-0342-3554923928804355 Search in Google Scholar

[29] GEISSLER, H,: (2021). Neformální péče v datech [Informal care in data]. In: Fryč V,Chmelová M, Adámková P (Eds) (2021). Neformální péče v teorii a praxi. Sborník odborných statí. Praha: Pasparta publishing, pp. 56–64. Search in Google Scholar

[30] GEISSLER, H. ‒ HOLEŇOVÁ, A. ‒ HOROVÁ, T. ‒ JIRÁT, D. ‒ SCHLANGER, J. ‒ SOLNÁŘOVÁ, D. et al.: (2015a). Výstupní analytická zpráva o současné situaci a potřebách pečujících osob a bariérách pro poskytování neformální péče v ČR [Analytical report on current situation and needs of carers and barriers for informal caretaking in Czech republic]. Praha: Fond dalšího vzdělávání. Search in Google Scholar

[31] GEISSLER, H. ‒ HOLEŇOVÁ, A. ‒ HOROVÁ, T. ‒ JIRÁT, D. ‒ SOLNÁŘOVÁ, D. ‒ SVOBODOVÁ, K. et al.: (2015b). Neformální péče ve vybraných státech Evropské unie. Komparativní rešerše a identifikace příkladů dobré praxe [Informal care in selected states of European Union. Comparative research and identification of best practices]. Praha: Fond dalšího vzdělávání. Search in Google Scholar

[32] HOROVÁ, J. ‒ BÁRTLOVA, S. ‒ HAJDUCHOVÁ, H. ‒ MOTLOVÁ, L. ‒ TREŠLOVÁ, M. ‒ ZÁŠKODNÁ, H. ‒ BRABCOVÁ, I.: (2021). Mezinárodní přehled podpory neformálního (rodinného) pečovatelství [International overview of informal (family) care-taking support]. Sociální práce/Sociálna práca 21(2): 20–43. Search in Google Scholar

[33] HUBÍKOVÁ, O.: (2021). Rozvoj sociální práce zaměřené na neformální pečující. In: FRYČ, V. ‒ CHMELOVÁ, M. ‒ ADÁMKOVA, P.: (Eds) (2021). Neformální péče v teorii a praxi [Informal care in theory and practice]. Sborník odborných statí. Praha: Pasparta publishing, pp. 84–12. Search in Google Scholar

[34] MOSQUERA, I. ‒ VERGARA, I. ‒ LARRAÑAGA, I. ‒ MACHÓN, M. del Río M, CALDERÓN, C.: (2015). Measuring the impact of informal elderly caregiving: a systematic review of tools. Qual Life Res 25(5): 1059–1092. DOI: 10.1007/s11136-015-1159-4.10.1007/s11136-015-1159-426475138 Search in Google Scholar

[35] ARAÚJO, O. ‒ LAGE, I. ‒ CABRITA, J. ‒ TEIXEIRA, L.: (2015). Intervention in informal caregiverswho take care of older people after a stroke (InCARE): study protocol for a randomised trial. J Adv Nurs 71(10): 2435–2443. DOI: 10.1111/jan.12697.10.1111/jan.1269726059086 Search in Google Scholar

[36] MORRIS, S. M. ‒ THOMAS, C.: (2002). The need to know: informal carers and information. Eur J Cancer Care 11(3): 183–187. DOI: 10.1046/j.1365-2354.2002.00337.x.10.1046/j.1365-2354.2002.00337.x12296835 Search in Google Scholar

[37] WHITE, C. L. ‒ LAUZON, S. ‒ YAFFE, M. J. ‒ WOOD-DAUPHINEE, S.: (2004). Toward a model ofquality of life for family caregivers of stroke survivors. Qual Life Res 13(3): 625–638. DOI: 10.1023/B:QURE.0000021312.37592.4f.10.1023/B:QURE.0000021312.37592.4f15130026 Search in Google Scholar

[38] SIMON, C. ‒ LITTLE, P. ‒ BIRTWISTLE, J. ‒ KENDRICK, T.: (2003). A questionnaire to measuresatisfaction with community services for informal carers of stroke patients: construction and initial piloting. Health Soc Care Community 11(2): 129–137. DOI: 10.1046/j.1365-2524.2003.00408.x.10.1046/j.1365-2524.2003.00408.x14629215 Search in Google Scholar

[39] CASADO-MARÍN, D. ‒ GARCÍA-GÓMEZ, P. ‒ LÓPEZ-NICOLÁS, A.: (2011). Informal care and labour force participation among middle-aged women in Spain. SERIEs 2: 1–29. DOI: 10.1007/s13209-009-0008-5.10.1007/s13209-009-0008-5 Search in Google Scholar

[40] NEMČÍKOVÁ, M. ‒ KATRENIAKOVÁ, Z. ‒ DOBRÍKOVÁ, P. ‒ NAGYOVÁ, I.: (2020). Efektívne intervencie pre znižovanie záťaže neformálnych opatrovatělov osôb s demenciou pri Alzheimerovej chorobe: systematický prehľad [Effective interventions for lowering the load of informal carers for people with demencia and Alzheimer’s disease: systematical overview]. Sociální práce/Sociálna práca 20(6): 120–140. Search in Google Scholar

[41] PESANTES, M. A. ‒ BRANDT, L. R. ‒ IPINCE, A. ‒ MIRANDA, J. J. ‒ DIEZ-CANSECO, F.: (2017). An exploration into caring for a stroke-survivor in Lima, Peru: Emotional impact, stress factors, coping mechanisms and unmet needs of informal caregivers. eNeurologicalSci 6: 33–50. DOI: 10.1016/j.ensci.2016.11.004.10.1016/j.ensci.2016.11.004562749828989982 Search in Google Scholar

[42] SALOUN, P. ‒ ANDREŠIČ, D. ‒ CIGÁNKOVÁ, B. ‒ ANAGNOSTOPOULOS, I.: “Crowd Sourcing as an Improvement of N-Grams Text Document Classification Algorithm,” 2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA, 2020, pp. 1-6, DOI: 10.1109/SMAP49528.2020.9248454.10.1109/SMAP49528.2020.9248454 Search in Google Scholar

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