Evaluation Study of the Impact of the New Brain Builders Parenting Class

Author(s):  
2021 ◽  
Vol 0 (0) ◽  
Author(s):  
Alina Trifan ◽  
José Luis Oliveira

Abstract With the continuous increase in the use of social networks, social mining is steadily becoming a powerful component of digital phenotyping. In this paper we explore social mining for the classification of self-diagnosed depressed users of Reddit as social network. We conduct a cross evaluation study based on two public datasets in order to understand the impact of transfer learning when the data source is virtually the same. We further complement these results with an experiment of transfer learning in post-partum depression classification, using a corpus we have collected for the matter. Our findings show that transfer learning in social mining might still be at an early stage in computational research and we thoroughly discuss its implications.


2008 ◽  
Vol 8 (6) ◽  
pp. 1591-1607 ◽  
Author(s):  
B. Langmann ◽  
S. Varghese ◽  
E. Marmer ◽  
E. Vignati ◽  
J. Wilson ◽  
...  

Abstract. This paper summarizes an evaluation of model simulations with a regional scale atmospheric climate-chemistry/aerosol model called REMOTE, which has been extended by a microphysical aerosol module. Model results over Europe are presented and compared with available measurements in surface air focusing on the European distribution and variability of primary and secondary aerosols. Additionally, model results obtained with detailed aerosol microphysics are compared to those based on an aerosol bulk mass approach revealing the impact of dry deposition fluxes on atmospheric burden concentration. An improved determination of elevated ozone and sulfate concentrations could be achieved by considering a diurnal cycle in the anthropogenic emission fluxes. Deviation between modelled and measured organic carbon concentrations can be mainly explained by missing formation of secondary organic aerosols and deficiencies in emission data. Changing residential heating practices in Europe, where the use of wood is no longer restricted to rural areas, need to be considered in emission inventories as well as vegetation fire emissions which present a dominant source of organic carbon.


Author(s):  
Tomasz Rymarczyk ◽  
Jan Sikora ◽  
Paweł Tchórzewski

Purpose The paper aims to present an innovative solution for evaluation study of the dampness level of walls and historical buildings. Design/methodology/approach Electrical tomography enables one to obtain a distribution pattern of wall dampness. The application of modern tomographic techniques in conjunction with topological algorithms will allow one to perform very accurate spatial assessment of the dampness levels of buildings. The proposed application uses the total variation, Gauss–Newton and level set method to solve the inverse problem in electrical tomography. Findings Research shows that electrical tomography can provide effective results in damp buildings. This method can provide 2D/3D moisture distribution pattern. Research limitations/implications The impact of this technique will be limited to inspection of the facility after floods or assessment of historical buildings. Practical implications The presented method could eventually lead to a much more effective evaluation of moisture in the walls. Social implications The solution has commercial potential and could result in more cost-effective monitoring of historical buildings, which have an economic impact on society. Originality/value The authors propose a system for imaging spatial moistness of walls and historic buildings based on electrical tomography and consisting of a measuring device, sensors and image reconstruction algorithms.


Spatium ◽  
2007 ◽  
pp. 28-36 ◽  
Author(s):  
Horatio Ikgopoleng ◽  
Branko Cavric

Botswana like other developing countries faces a problem of acute shortage of housing, particularly for low-income urban families. The current housing problems are the outcomes of the economic, demographic and social changes which the country has experienced since independence in 1966. In particular the urbanization process which surfaced in the early 1980?s. The government has sought to cope with the problem of low-income urban housing by establishing a Self-Help Housing (SHHA) program in the main urban centers. The evaluation findings reveal that, on the whole, the impact of the SHHA approach on the improvement of low-income urban housing has been unsuccessful. The major problems of the scheme are lack of serviced land and inadequate finances for plot development. This has been exacerbated by the high urban development standards which are out of the reach of low-income urban families. The evaluation study also reveals that, there are some indications of non low-income urban households living in SHHA areas. The available evidence reveals that the number of those people in SHHA areas is not as big as has been speculated by most people in the country. However this paper calls for more investigation in this issue and a need for more tight measures to control this illicit practice. The major conclusions are that housing policies in Botswana are not supportive of the general housing conditions in low-income urban areas. Therefore there is a need for urban planners and policy makers of Botswana to take more positive action towards the improvement of low-income urban areas. This would require pragmatic policies geared towards the improvement of those areas. .


1999 ◽  
Vol 5 (4) ◽  
pp. 9 ◽  
Author(s):  
Catherine Campbell ◽  
Brian Williams

In this paper we provide an account of our multi-dimensional evaluation of a community led HIV-prevention program in the southern African mining community of Carletonville. The Mothusimpilo Project has three pillars: peer education and condom distribution, syndromic management of sexually transmitted diseases (STDs), and stakeholder mobilisation. Substantial efforts are being made to evaluate the impact of the intervention and in this paper we outline the theoretical rationale, research design and some preliminary results of the evaluation. The first section provides the setting for the evaluation work, viz an intervention which seeks to contextualise traditional biomedical and behavioural approaches to HIV-transmission within their broader community and social contexts. In the second section we outline the theoretical assumptions underlying the evaluation (which has both 'outcome evaluation' and 'process evaluation' components). In particular, we discuss the way in which the concepts of identity, empowerment and social capital are used to understand the processes involved in health-enhancing behaviour change. In the third section we describe our multi-disciplinary evaluation methodology and present some preliminary findings from our on-going evaluation study. One important goal of our evaluation research is to demonstrate the extent to which community level factors serve to assist or hinder the project in achieving its goals. In this way we hope to contribute to understandings of the role of community participation in influencing the outcomes of community-based health promotional projects.


2017 ◽  
Vol 6 (1) ◽  
pp. 30
Author(s):  
Harson Gasim

The potential of marine resources that is large enough owned by Gorontalo Regency in reality has not been able to give maximum contribution for improving coastal community welfare. The most dominant issue facing coastal areas is the problem of poverty. The purpose of this study is to find out how far the impact of this PEMP program on poverty alleviation in District Batudaa Pantai Gorontalo. The type of this study is an evaluative study. The type of evaluation study used is a descriptive evaluation of assessing and analyzing data by describing or describing existing data and analyzing the results. The results show that the KMP selection mechanism has not yet given room for participation in decision-making and empowerment of the poor; Disbursement mechanism and fund management less effective, not transparent; Strengthening of socio-economic organization of society not yet effective and process of assistance less than optimal Potensi sumber daya laut yang cukup besar yang dimiliki Kabupaten Gorontalo dalam kenyataannya belum mampu memberikan kontribusi secara maksimal bagi peningkatan kesejahteraan masyarakat pesisir. Persoalan yang paling dominan yang dihadapi wilayah pesisir justru masalah kemiskinan. Tujuan penelitian ini ialah untuk mengetahui seberapa jauh dampak program PEMP ini terhadap penanggulangan kemiskinan di Kecamatan Batudaa Pantai Kabupaten Gorontalo.Adapun tipe penelitian ini merupakan suatu studi evaluatif. Jenis studi evaluasi yang digunakan adalah evaluasi deskriftif yaitu menilai dan menganalisa data dengan cara menggambarkan atau mendeskripsikan data yang telah ada dan menganalisanya Hasil penelitian menunjukkan Mekanisme pemilihan KMP belumlah memberi ruang partisipasi dalam pengambilan keputusan dan pemberdayaan masyarakat miskin; Mekanisme pencairan dan pengelolaan dana kurang efektif, tidak transparan; Penguatan organisasi sosial ekonomi masyarakat belum efektif serta proses pendampingan kurang optimal


2009 ◽  
Vol 08 (02) ◽  
pp. 101-112 ◽  
Author(s):  
Rachael Lindsay ◽  
Louise Cooke ◽  
Tom Jackson

The paper discusses an evaluation study that investigates the impact of mobile technology on a UK police force and on knowledge sharing processes. An empirical, ethnographic approach to the research was adopted, using a mixed method approach of focus groups, questionnaires, observational "work shadowing" and interviews with a total of 42 staff involved in a trial of mobile technology. The findings from the various methods are consistent, suggesting that mobile technology has a positive impact on policing and knowledge sharing. The timeliness of information improved, increasing the availability of information for decision-making. Reductions in information overload were apparent due to mobile technology providing greater control over information. There was a positive impact on knowledge sharing in the course of operational duties. Information and knowledge could be shared more quickly with officers in the field; and mobile technology provided a new avenue for keeping each other up to date with events. The paper contributes towards an understanding of the upcoming concept of "mobile knowledge management" and offers a set of recommendations to manage the possible long-term risk of mobile technology on knowledge sharing.


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