Emotional, affective and biometrical states analytics of a built environment

Abstract Personal interests constitute the emphasis of client-centered, personalized marketing, which leads to personalized client fulfillment. Current shoppers are interested in more than simply buying products and services; shoppers are also interested in the surroundings of the shopping site. Everywhere in the world, an analysis of marketing value, with rare exceptions, does not integrate criteria relevant to the emotional, affective and biometrical states, valence and arousal of potential buyers. Such parameters require assessment for implementing an accurate and more effective, client-centered marketing process. This research, which required developing the Emotional, Affective and Biometrical States Analytics of the Built Environment (VINERS) Method, provides a “big picture” of built environment neuromarketing. A multiple-criteria analysis integrated the emotional, affective and biometrical states of potential buyers and the surrounding environment (its physical, economic, social and environmental criteria). Neuro-decision and neuro-correlation matrices analysis constituted its basis. This research involved the accumulation and analysis of over 350 million remote data points, which aimed to ascertain the development of the biometrical, affective and emotional maps and sought to determine over 35,000 of average and strong correlations. The obtained dependencies constituted the basis for calculating and graphically submitting the VINERS circumplex model of affect, which the authors of this article had developed. This model is similar to Russell’s circumplex model of affect. However, now, the VINERS Method has provided supplements offering new opportunities. Determination of an integrated emotional market rental (IEMR) value, provision of digital tips and optimization of the IEMR value are made possible by the VINERS Method.

[1]  Mark T. Spence,et al.  Decomposing the value of department store shopping into utilitarian, hedonic and social dimensions: Evidence from Finland , 2006 .

[2]  G Cornélissen,et al.  Chronomes, time structures, for chronobioengineering for "a full life". , 1999, Biomedical instrumentation & technology.

[3]  Gintautas Dzemyda,et al.  Affective analytics of demonstration sites , 2019, Eng. Appl. Artif. Intell..

[4]  John F. Helliwell,et al.  How’s Life at Home? New Evidence on Marriage and the Set Point for Happiness , 2014 .

[5]  Myung-Hee Jung,et al.  The Effect of Social Capital on Personal Happiness: A Focus on Service Inderstry Employees , 2020 .

[6]  Stephan G.H. Meyerding,et al.  Can neuromarketing add value to the traditional marketing research? An exemplary experiment with functional near-infrared spectroscopy (fNIRS) , 2020 .

[7]  Jan C. Ott,et al.  Good Governance and Happiness in Nations: Technical Quality Precedes Democracy and Quality Beats Size , 2010 .

[8]  Kevin Lyons,et al.  Coping with change in rural landscapes: The psychological stress of rural residents experiencing unconventional gas developments , 2017 .

[9]  K. Bowers,et al.  Mapping fear of crime as a context‐dependent everyday experience that varies in space and time , 2015 .

[10]  Olivier Morel,et al.  Cardiovascular effects of air pollution. , 2017, Archives of cardiovascular diseases.

[11]  Jian Kang,et al.  Social relationships and patterns of use in urban public spaces in China and the United Kingdom , 2019, Cities.

[12]  Atìla Yüksel,et al.  Tourist shopping habitat: Effects on emotions, shopping value and behaviours , 2007 .

[13]  Stephen L. Vargo,et al.  Service-dominant logic 2025 , 2017 .

[14]  M. Demir,et al.  My Friends Are My Estate: Friendship Experiences Mediate the Relationship Between Perceived Responses to Capitalization Attempts and Happiness , 2017 .

[15]  Arturas Kaklauskas Biometric and Intelligent Decision Making Support , 2015, Intelligent Systems Reference Library.

[16]  E. S. Babayev,et al.  Effects of geomagnetic activity variations on the physiological and psychological state of functionally healthy humans: Some results of Azerbaijani studies , 2007 .

[17]  John Urry,et al.  The Place of Emotions within Place , 2016 .

[18]  Kaisa Schmidt-Thomé,et al.  Urban happiness: context-sensitive study of the social sustainability of urban settings , 2016 .

[19]  Sunmee Choi,et al.  Customer emotions and their triggers in luxury retail: Understanding the effects of customer emotions before and after entering a luxury shop , 2016 .

[20]  Martin Dijst,et al.  Wearables and Location Tracking Technologies for Mental-State Sensing in Outdoor Environments , 2019, The Professional Geographer.

[21]  Hamid Allahverdipour,et al.  Happiness and its relation to psychological well-being of adolescents. , 2015, Asian journal of psychiatry.

[22]  J. Russell,et al.  The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology , 2005, Development and Psychopathology.

[23]  Lian An,et al.  Corruption Takes Away Happiness: Evidence from a Cross-National Study , 2020, Journal of Happiness Studies.

[24]  Nicoladie D. Tam Quantitative assessment of sad emotion , 2015 .

[25]  R. Goldsmith,et al.  The Big Five, happiness, and shopping , 2016 .

[26]  Amit Birenboim,et al.  New approaches to the study of tourist experiences in time and space , 2016 .

[27]  Liuna Geng,et al.  The end effect in air pollution: The role of perceived difference. , 2019, Journal of environmental management.

[28]  Raymond P. Fisk,et al.  Design for service inclusion: creating inclusive service systems by 2050 , 2018, Journal of Service Management.

[29]  Dong-Chun Shin,et al.  Air pollution as a risk factor for depressive episode in patients with cardiovascular disease, diabetes mellitus, or asthma. , 2014, Journal of affective disorders.

[30]  Ichiro Kawachi,et al.  Covariation in the socioeconomic determinants of self rated health and happiness: a multivariate multilevel analysis of individuals and communities in the USA , 2005, Journal of Epidemiology and Community Health.

[31]  Hakan Boz,et al.  How Can Consumer Science Be Used for Gaining Information About Consumers and the Market?: The role of psychophysiological and neuromarketing research , 2018 .

[32]  S. Cacioppo,et al.  Spatiotemporal Brain Dynamics of Empathy for Pain and Happiness in Friendship , 2016, Front. Behav. Neurosci..

[33]  Kayonda Hubert Ngamaba,et al.  Are Happiness and Life Satisfaction Different Across Religious Groups? Exploring Determinants of Happiness and Life Satisfaction , 2017, Journal of Religion and Health.

[34]  Tim Kasser,et al.  Some Benefits of Being an Activist: Measuring Activism and Its Role in Psychological Well-Being , 2009 .

[35]  Alexander Bolonkin Human Emotions, Happiness, and Pleasure , 2012 .

[36]  Gintautas Dzemyda,et al.  Visualization of a set of parameters characterized by their correlation matrix , 2001 .

[37]  Mordechai Shechter,et al.  Psychological responses to air pollution: Some personality and demographic correlates , 1988 .

[38]  Vlăsceanu Sebastian New Directions in Understanding the Decision-making Process: Neuroeconomics and Neuromarketing. , 2014 .

[39]  Mojtaba Rafieian,et al.  Using information and communication technologies to create learning urban public space. (Case study: Central part of Tehran, Iran) , 2019, Habitat International.

[40]  Daniel R. Fesenmaier,et al.  Measuring Emotions in Real Time: Implications for Tourism Design , 2014, ENTER.

[41]  Said Baadel,et al.  Women in political positions and countries' level of happiness , 2017 .

[42]  Arturas Kaklauskas,et al.  Degree of Project Utility and Investment Value Assessments , 2016, Int. J. Comput. Commun. Control.

[43]  S. Deng,et al.  A review on temperature and humidity control methods focusing on air-conditioning equipment and control algorithms applied in small-to-medium-sized buildings , 2018 .

[44]  Eric S. Kim,et al.  Happiness, health, and mortality , 2016, The Lancet.

[45]  Harry Timmermans,et al.  A path analysis of outdoor comfort in urban public spaces , 2019, Building and Environment.

[46]  Matthias Scheutz Surviving in a Hostile Multi-agent Environment: How Simple Affective States Can Aid in the Competition for Resources , 2000, Canadian Conference on AI.

[47]  Thomas Blaschke,et al.  Contextual Sensing: Integrating Contextual Information with Human and Technical Geo-Sensor Information for Smart Cities , 2015, Sensors.

[48]  Ahmad Makmom Abdullah,et al.  Enhancing subjective well-being through strategic urban planning: Development and application of community happiness index , 2018 .

[49]  Hung-Lin Tao,et al.  Marriage and Happiness: Evidence from Taiwan , 2018, Journal of Happiness Studies.

[50]  Edmundas Kazimieras Zavadskas,et al.  Hedonic shopping rent valuation by one-to-one neuromarketing and neutrosophic PROMETHEE method , 2019, Appl. Soft Comput..

[51]  Eman M. G. Younis,et al.  Towards unravelling the relationship between on-body, environmental and emotion data using sensor information fusion approach , 2018, Inf. Fusion.

[52]  Michael I. Norton,et al.  Buying time promotes happiness , 2017, Proceedings of the National Academy of Sciences.

[53]  Jiawen Ye,et al.  Sequential mediating effects of provided and received social support on trait emotional intelligence and subjective happiness: A longitudinal examination in Hong Kong Chinese university students. , 2018, International journal of psychology : Journal international de psychologie.

[54]  Xi Chen,et al.  Happiness in the Air: How Does a Dirty Sky Affect Mental Health and Subjective Well-being? , 2017, Journal of environmental economics and management.

[55]  Matteo Cristofaro,et al.  'If I give you my emotion, what do I get?' Conceptualizing and measuring the co-created emotional value of the brand , 2020 .

[56]  Brina Malnar,et al.  WHO IS HAPPY IN POST-SOCIALIST SLOVENIA?: POLITICAL LEGITIMACY AND THE DYNAMIC OF THE “HAPPINESS GAP” , 2017 .

[57]  Chang-Chuan Chan,et al.  Association between nitrogen dioxide and heart rate variability in a susceptible population , 2005, European journal of cardiovascular prevention and rehabilitation : official journal of the European Society of Cardiology, Working Groups on Epidemiology & Prevention and Cardiac Rehabilitation and Exercise Physiology.

[58]  Shigehiro Oishi,et al.  Progressive Taxation, Income Inequality, and Happiness , 2018, The American psychologist.

[59]  N. Shoval,et al.  Mobility Research in the Age of the Smartphone , 2016 .

[60]  Arik Levinson,et al.  Valuing Public Goods Using Happiness Data: The Case of Air Quality , 2009 .

[61]  Elias Sanidas,et al.  Air pollution and arterial hypertension. A new risk factor is in the air. , 2017, Journal of the American Society of Hypertension : JASH.

[62]  Sajjad Farashi,et al.  The application of EEG power for the prediction and interpretation of consumer decision-making: A neuromarketing study , 2019, Physiology & Behavior.

[63]  Noam Shoval,et al.  Impact of incentives on tourist activity in space-time , 2020 .

[64]  Andrew T Jebb,et al.  Happiness, income satiation and turning points around the world , 2018, Nature Human Behaviour.

[65]  Lourdes Rey,et al.  In pursuit of job satisfaction and happiness: Testing the interactive contribution of emotion-regulation ability and workplace social support. , 2018, Scandinavian journal of psychology.

[66]  Nik Ahmad Sufian Burhan,et al.  Does Good Governance Strengthen the Intelligence-Happiness Nexus? , 2019, Mankind Quarterly.

[67]  J. Russell A circumplex model of affect. , 1980 .

[68]  A Lundberg,et al.  Psychiatric Aspects of Air Pollution , 1996, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[69]  N. Shoval,et al.  Tracking technologies and urban analysis: Adding the emotional dimension , 2018 .

[70]  Kristian Hegner Reinau,et al.  High-Resolution Measurement and Analysis of Visitor Experiences in Time and Space: The Case of Aalborg Zoo in Denmark , 2015 .

[71]  Carol A. Taylor,et al.  Reconceptualizing doctoral students’ journeyings: Possibilities for profound happiness? , 2020, International Journal of Educational Research.

[72]  Woo Changbin Good Governance and Happiness: Does Technical Quality of Governance Lead to Happiness Universally in both Rich and Poor Countries? , 2018 .

[73]  Ian D. Bishop,et al.  Simulation, Calibration and Validation of Recreational Agents in an Urban Park Environment , 2008 .

[74]  L. Findler,et al.  Subjective happiness among mothers of children with disabilities: The role of stress, attachment, guilt and social support. , 2016, Research in developmental disabilities.

[75]  Bikrant Kesari,et al.  Satisfaction of mall shoppers: A study on perceived utilitarian and hedonic shopping values , 2016 .

[76]  Valentinas Podvezko,et al.  Quality of city life multiple criteria analysis , 2018 .

[77]  Gintautas Dzemyda,et al.  Multidimensional Data Visualization , 2013 .

[78]  Jing Tian,et al.  Predicting consumer variety-seeking through weather data analytics , 2018, Electron. Commer. Res. Appl..

[79]  Ann Evans,et al.  Mind the “Happiness” Gap: The Relationship Between Cohabitation, Marriage, and Subjective Well-being in the United Kingdom, Australia, Germany, and Norway , 2019, Demography.

[80]  Daniel R. Fesenmaier,et al.  Measuring Emotions in Real Time , 2015 .

[81]  A. Damasio Descartes' error: emotion, reason, and the human brain. avon books , 1994 .

[82]  Toke S. Aidt,et al.  Institutions and well-being , 2016 .

[83]  Barbara L. Gross,et al.  Why we buy what we buy: A theory of consumption values , 1991 .

[84]  E. Koç,et al.  Neuromarketing aspect of tourısm pricing psychology , 2017 .

[85]  B. Tunçer,et al.  Public spaces and happiness: Evidence from a large‐scale field experiment , 2019, Health & place.

[86]  George MacKerron,et al.  Life satisfaction and air quality in London , 2009 .

[87]  Khalid Nasralden Mandeli,et al.  Public space and the challenge of urban transformation in cities of emerging economies: Jeddah case study , 2019 .

[88]  Shunsuke Managi,et al.  Variability in impact of air pollution on subjective well-being , 2018, Atmospheric Environment.

[89]  D. Kahneman Thinking, Fast and Slow , 2011 .

[90]  Eun-Ju Lee,et al.  Empathy can increase customer equity related to pro-social brands , 2016 .

[91]  Dave Fagundes Why Less Property Is More: Inclusion, Dispossession, & Subjective Well-Being , 2018 .

[92]  Sara Rajabimoghaddam,et al.  The Study of Relation of Happiness Rate and Styles of Coping , 2011 .

[93]  R Emeny,et al.  The association of air pollution and depressed mood in 70,928 individuals from four European cohorts. , 2016, International journal of hygiene and environmental health.

[94]  Chris Tofallis,et al.  Which Formula for National Happiness? , 2020, Socio-Economic Planning Sciences.

[95]  M. Strube,et al.  Citizen-Centric Urban Planning through Extracting Emotion Information from Twitter in an Interdisciplinary Space-Time-Linguistics Algorithm , 2016 .

[96]  Gintautas Dzemyda,et al.  Visualization of Data: Methods, Software, and Applications , 2019 .

[97]  Tan Teck-Hong,et al.  Housing satisfaction in medium- and high-cost housing: The case of Greater Kuala Lumpur, Malaysia , 2012 .

[98]  Scott Cloutier,et al.  Planning for Happy Neighborhoods , 2016 .

[99]  Joel Schwartz,et al.  Air Pollution and Heart Rate Variability: Effect Modification by Chronic Lead Exposure , 2008, Epidemiology.

[100]  Edmundas Kazimieras Zavadskas,et al.  An Affect-Based Built Environment Video Analytics , 2019, Automation in Construction.

[101]  H. Dittmar The social psychology of material possessions: To have is to be , 1992 .

[102]  M. Leitner,et al.  Mapping fear of crime as a context‐dependent everyday experience that varies in space and time , 2015 .

[103]  Kyösti Pennanen,et al.  Impact of infill development on prices of existing apartments in Finnish urban neighbourhoods , 2018 .

[104]  Muhammad Mohsin,et al.  The power of emotional value: Exploring the effects of values on green product consumer choice behavior , 2017 .

[105]  Francisco Muñoz-Leiva,et al.  Measuring advertising effectiveness in Travel 2.0 websites through eye-tracking technology , 2019, Physiology & Behavior.

[106]  Gracie Strasser,et al.  Happiness Index Methodology , 2017 .

[107]  Xi Chen,et al.  Valuing Air Quality Using Happiness Data: The Case of China , 2017, Ecological economics : the journal of the International Society for Ecological Economics.

[108]  Bernd Resch,et al.  Urban Emotions and Cycling Experience – Enriching Traffic Planning for Cyclists with Human Sensor Data , 2016 .

[109]  Jing Xu,et al.  Tax Payment, Social Contribution for Pollution Prevention and Happiness , 2016 .

[110]  Zhihan Lv,et al.  Assessing Essential Qualities of Urban Space with Emotional and Visual Data Based on GIS Technique , 2016, ISPRS Int. J. Geo Inf..

[111]  Daniel J. Graham,et al.  The productivity of transport infrastructure investment: A meta-analysis of empirical evidence , 2013 .

[112]  Edmundas Kazimieras Zavadskas,et al.  A neuro-advertising property video recommendation system , 2017, Technological Forecasting and Social Change.

[113]  M. Demir,et al.  Friendship Maintenance Mediates the Relationship Between Compassion for Others and Happiness , 2020 .

[114]  B. Mckercher,et al.  Hotel location and tourist activity in cities. , 2011 .

[115]  Arturas Kaklauskas,et al.  INVAR Neuromarketing Method and System , 2019 .

[116]  S. Lyubomirsky,et al.  The Benefits of Frequent Positive Affect: Does Happiness Lead to Success? , 2005, Psychological bulletin.

[117]  Andrew Steptoe,et al.  Happiness and Health. , 2019, Annual review of public health.

[118]  Amit Birenboim The influence of urban environments on our subjective momentary experiences , 2018 .

[119]  Anne Congard,et al.  The interactive effect of neuroticism and extraversion on the daily variability of affective states , 2019, Journal of Research in Personality.

[120]  Noam Shoval,et al.  Customization and augmentation of experiences through mobile technologies: A paradigm shift in the analysis of destination competitiveness , 2018, Tourism Economics.

[121]  Miaomiao Liu,et al.  Biased perception misguided by affect: How does emotional experience lead to incorrect judgments about environmental quality? , 2018, Global Environmental Change.

[122]  Stephanie Johnson Zawadzki,et al.  Close, but not too close : Landmarks and their influence on housing values , 2017 .

[123]  Francesco Sarracino,et al.  Happiness Matters: Productivity Gains from Subjective Well-Being , 2019, Journal of Happiness Studies.

[124]  Fabian Fagerholm,et al.  Happiness and the productivity of software engineers , 2019, Rethinking Productivity in Software Engineering.

[125]  M. Evans,et al.  Societal Inequality and individual subjective well-being: Results from 68 societies and over 200,000 individuals, 1981-2008. , 2017, Social science research.

[126]  Willibald Ruch,et al.  Validation of the German version of the Career Adapt-Abilities Scale and its relation to orientations to happiness and work stress , 2013 .

[127]  Raimo P. Hämäläinen,et al.  On the importance of behavioral operational research: The case of understanding and communicating about dynamic systems , 2013, Eur. J. Oper. Res..

[128]  Chris Barker,et al.  Participation: The Happiness Connection , 2011, Regular Issue.

[129]  Robert Pettersson,et al.  Time and Space in Event Behaviour: Tracking Visitors by GPS , 2011 .