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Multi-view Personality Profiling Based on Longitudinal Data
[chapter]
2018
Lecture Notes in Computer Science
Experimental results show that incorporation of multi-source temporal data allows for more accurate personality profiling, as compared to non-temporal baselines and different data source combinations. ...
Specifically, we propose the idea of fusing multisource multi-modal temporal data in our computational "PersonalL-STM" framework for automatic user personality inference. ...
Personality Profiling This section presents our multi-view temporal data learning approach for the task of automatic personality profiling. McCrae et al. ...
doi:10.1007/978-3-319-98932-7_2
fatcat:abgbdkstzrbnje4qpkbn32avtq
Integrative Analysis of Longitudinal Metabolomics Data from a Personal Multi-Omics Profile
2013
Metabolites
The iPOP experimental design, data acquisition and analysis issues are discussed within the broader context of personal profiling. ...
The integrative personal omics profile (iPOP) is a pioneering study that combines genomics, transcriptomics, proteomics, metabolomics and autoantibody profiles from a single individual over a 14-month ...
Based on our analysis, we discussed specific recommendations for multi-omics profile studies, including consistent protocols for data acquisition, the need for randomization in sample preparation and instrumental ...
doi:10.3390/metabo3030741
pmid:24958148
pmcid:PMC3901289
fatcat:wt7ai7tjo5hdlcsyccym2w6tfm
Developing an analytical framework for multiple perspective, qualitative longitudinal interviews (MPQLI)
2017
International Journal of Social Research Methodology
So far, little attention has been paid to the methodological challenges of data analysis in multiple perspectives longitudinal research. ...
We exemplify the suggested strategies with our own research on the transition to parenthood. ...
Recently, she completed her work on her PhD thesis on parenting between care and career. Irene Rieder is a researcher at the University of Vienna. She holds a Masters degree in Sociology. ...
doi:10.1080/13645579.2017.1345149
fatcat:p7tg4tvt4jcafmqhkxkw7pk2j4
DISABILITY AND LONELINESS: SOCIAL-STRUCTURAL AND PSYCHOSOCIAL ROLES OF COGNITIVE IMPAIRMENT
2016
The gerontologist
We use two large data sets, English Longitudinal Study of Ageing and the Cognitive Function and Ageing Study Wales, to extend our existing understanding of this area both substantively and methodologically ...
Focusing on participants' baseline physical function appeared to be one of the key factors for enhancing the adherence among EF participants, underscoring the importance of offering classes at various ...
Using data from wave 2 of the English Longitudinal Study of Ageing (n=6384) Latent Class Analysis generated six distinct profiles of loneliness and isolation based upon 10 items that measured loneliness ...
doi:10.1093/geront/gnw162.2025
fatcat:ouald2zbe5bzlb2lut3ipeinsy
Page 171 of International Journal of Methods in Psychiatric Research Vol. 5, Issue 3
[page]
1995
International Journal of Methods in Psychiatric Research
The pattern approach is based on a person-oriented, interactional view of the adaptation process. ...
Twelve clusters were identified: one cluster with no problems, five single-problem and six two- or multi-problem clusters. ...
A longitudinal big data approach for precision health
2019
Nature Medicine
We explored the ability of deep longitudinal profiling to make health-related discoveries, identify clinically relevant molecular pathways and affect behavior in a prospective longitudinal cohort (n = ...
The cohort underwent integrative personalized omics profiling from samples collected quarterly for up to 8 years (median, 2.8 years) using clinical measures and emerging technologies including genome, ...
The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH, the Department of Veteran Affairs, or the SNSF. ...
doi:10.1038/s41591-019-0414-6
pmid:31068711
pmcid:PMC6713274
fatcat:ejbfv35cp5cipjajelbzkh6mvi
A Whole New Ball Game: Harvesting Game Data for Player Profiling
2019
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
Specifically, in this work, we approach the task of player gender prediction based on various types of game data. ...
However, the literature on automatic learning from the game data is relatively sparse, which had inspired us to tackle the problem of player profiling in this first preliminary study. ...
(time)
RF (158 trees)
0.557
Multi-View ...
doi:10.1609/aaai.v33i01.330110025
fatcat:cxe43avxuregbms5qgcer4rquq
GOING PUBLIC WITH PERSONAL GENETICS
2018
Berkeley scientific journal
Results from the Integrated Personal Omics Profiling (iPOP) study, a longitudinal study assessing extensive biochemical profiling data, have suggested links between omics data and disease outcomes. ...
Personalized genomics tests can help people understand their personal health profile, and this is one of the main reasons why personal genetic tests have been on the rise since their commercial inception ...
doi:10.5070/bs3222039583
fatcat:wzzfisz6sjb2djgmjq3otqyfmq
LONG-TERM MONITORING OF GLACIER CHANGE AT GÖSSNITZKEES (AUSTRIA) USING TERRESTRIAL PHOTOGRAMMETRY
2016
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Based on our practical investigations we found out that SfM-based software is in general capable of handling terrestrial photographs in a fully automatic mode supporting challenging glacier studies. ...
approaches, and secondly, to document and quantify the glacier change at Gössnitzkees based on available information augmented by results obtained from the most recent surveys mentioned. ...
The hill-shade of Figure 1 is based on a DEM provided by TIRIS, Land Tirol. ...
doi:10.5194/isprs-archives-xli-b8-495-2016
fatcat:kqt5g7auknbq3b6yc3tukfoq2q
LONG-TERM MONITORING OF GLACIER CHANGE AT GÖSSNITZKEES (AUSTRIA) USING TERRESTRIAL PHOTOGRAMMETRY
2016
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Based on our practical investigations we found out that SfM-based software is in general capable of handling terrestrial photographs in a fully automatic mode supporting challenging glacier studies. ...
approaches, and secondly, to document and quantify the glacier change at Gössnitzkees based on available information augmented by results obtained from the most recent surveys mentioned. ...
The hill-shade of Figure 1 is based on a DEM provided by TIRIS, Land Tirol. ...
doi:10.5194/isprsarchives-xli-b8-495-2016
fatcat:i5hned4t25ho3mfcqpjwvz5jvy
A roadmap towards personalized immunology
2018
npj Systems Biology and Applications
Significant achievements using "Omics" data have been made especially in personalized oncology. ...
Big data generation and computational processing will enable medicine to evolve from a "one-size-fits-all" approach to precise patient stratification and treatment. ...
personalized biomarkers based on multi-layer chronological "Omics" and clinical data, to more precisely stratify immune-related diseases and sequentially personalize treatments (Fig. 1, Step 1-3) . ...
doi:10.1038/s41540-017-0045-9
pmid:29423275
pmcid:PMC5802799
fatcat:mrh4gptkrbemxf3ykewsa5b3j4
Driver Characteristics Oriented Autonomous Longitudinal Driving System in Car-Following Situation
2020
Sensors
Furthermore, driver parameters are determined by the driver parameter manager according to individual driving behavior based on real driving data. ...
In this paper, we proposed a personalized longitudinal driving system in a car-following situation, which mimics personal driving behavior. ...
Figure 7 shows the process of activating the driver parameter based on data. ...
doi:10.3390/s20216376
pmid:33182240
fatcat:fnbl6iyu3rhl5dxap35uybkgyy
Structure of a Multi-Year Pressure Ridge
1973
Arctic
This suggests that form drag coefficients for flow transverse to the long axes of multi-year ridges may be as high as 0.8. ...
Les auteurs présentent trois profils en travers d'une grande crête de pression située dans la mer de Beaufort. ...
Fig. 9 shows similar profile data obtained from the multi-year ice adjoining the ridge. In all of the profiles there is a gradual increase in the salinity with depth. ...
doi:10.14430/arctic2893
fatcat:cwkit3q2u5cvfialvtpqu4zfge
Temperament profiles of Sasang typology in a child clinical sample
2012
Integrative Medicine Research
With further investigation into the biopsychological profiles of the children, the longitudinal stability of the Sasang typology can be examined. ...
The aim of this study was to examine the biopsychological personality profiles of traditional Korean Sasang typology in a clinical sample of Korean children. ...
Since Sasang typology is based on personality 7 and genetic heritability, 8, 9 the longitudinal stability of such personality characteristics should be explored with infant or preschool children as well ...
doi:10.1016/j.imr.2012.10.001
pmid:28664043
pmcid:PMC5481685
fatcat:nfdb6knrhbburhvkb74252k6pu
Social Media-based User Embedding: A Literature Review
2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence
In this survey, we review typical methods for learning a unified user embeddings from heterogeneous user data (e.g., combines social media texts with images to learn a unified user representation). ...
The technology is critical for creating high performance social media-based human traits and behavior models since the ground truth for assessing latent human traits and behavior is often expensive to ...
Multi-View User Embedding To obtain a comprehensive and unified user representation based on all the social media data available, we need to combine user features from different views together. ...
doi:10.24963/ijcai.2019/881
dblp:conf/ijcai/PanD19
fatcat:inw55rewvzh5nckevzvrsexwii
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