Foresight最新文献

{"title":"Implementing data analysis based on the mixed clustering technique for sustainable participatory waste management in a low-budget area","authors":"P. Warintarawej, Pichetwut Nillaor","doi":"10.1108/fs-09-2021-0179","DOIUrl":"https://doi.org/10.1108/fs-09-2021-0179","url":null,"abstract":"\u0000Purpose\u0000The research objectives are as follows: to understand the situation of solid waste management in the Makham Tia Subdistrict Administrative Organization, Surat Thani Province, Thailand; identify the patterns in household waste generation and 3Rs behavior (recycle, reuse and reduce waste); and formulate sustainable municipal solid waste management guidelines.\u0000\u0000\u0000Design/methodology/approach\u0000This study aimed to propose the solution by using data analysis and a participatory research approach to set the guidelines for sustainable community waste management in a low-budget area. A survey of household behavior was done with questionnaires. Mixed clustering using the Gower coefficient was performed to assess the categorical socio-demographic variables along with the numeric variables related to the 3Rs behavior. The guidelines for waste management were generated based on the characteristics of the household groups.\u0000\u0000\u0000Findings\u0000The guidelines for waste management were generated based on the characteristics of the household groups. An appropriate practical plan for municipal solid waste management in Makham Tia Subdistrict was proposed in this work. The study showed that the guidelines were implemented and revised by members of the community, and this led to the development of sustainable community solid waste management for the future.\u0000\u0000\u0000Originality/value\u0000The goal of this study was to provide a solution for sustainable community waste management in a low-budget location by using data mining techniques and a participatory research approach. The study showed that the guidelines were implemented and revised by members of the community, and this led to the development of sustainable community solid waste management for the future.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42647415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Investigating the impact of artificial intelligence on consumer’s purchase intention in e-retailing","authors":"R. Bhagat, V. Chauhan, Pallavi Bhagat","doi":"10.1108/fs-10-2021-0218","DOIUrl":"https://doi.org/10.1108/fs-10-2021-0218","url":null,"abstract":"\u0000Purpose\u0000Technology has been witnessing a rapid growth. The advent of artificial intelligence has further enhanced the satisfaction level of consumers, which makes it even more vital in the current scenario. This paper aims to explore the factors affecting practical implacability of artificial intelligence and its impact on consumers’ online purchase intention.\u0000\u0000\u0000Design/methodology/approach\u0000This paper has used a technology-based model as the base to explore the different factors affecting consumers’ purchase intention towards e-retailing. This study has formulated a model that demonstrates the integration of artificial intelligence in retailing by the business organizations so as to understand the needs of customers and help them accept technology. This study has further explored faith, subjective norms and consciousness as constructs which enhance the implacability of artificial intelligence.\u0000\u0000\u0000Findings\u0000This study shows that artificial intelligence positively influences consumers’ buying behaviour. This study through a model also shows that integration of artificial intelligence enhances consumers’ purchase intention.\u0000\u0000\u0000Research limitations/implications\u0000The study has been focusing on a portion of target population. So there is scope to include the whole set of the population to get closer-to-accurate results.\u0000\u0000\u0000Practical implications\u0000The study offers useful inputs for academicians as well as marketers for predicting buying behaviour of consumers. Marketing managers can use artificial intelligence–embedded technology to enhance online purchase intention.\u0000\u0000\u0000Social implications\u0000The study shows that an increase in consciousness towards e-retailing has made consumers keenly analyse and purchase products on the basis of merit and usefulness of the products.\u0000\u0000\u0000Originality/value\u0000The contribution has been made with the best of knowledge in formulating an integrated artificial intelligence model for consumers’ purchase intention in e-retailing.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47436794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Exploring India’s Generation Z perspective on AI enabled internet banking services","authors":"Shaheema Hameed, Abhinav Nigam","doi":"10.1108/fs-10-2021-0213","DOIUrl":"https://doi.org/10.1108/fs-10-2021-0213","url":null,"abstract":"\u0000Purpose\u0000India is a rapidly developing economy with a rapidly expending internet infrastructure and among the largest Generation Z population. This generation is tech savvy and the access to technology and network creates a conducive environment for such usage. Internet banking for the same reasons is growing leaps and bounds. The introduction of artificial intelligence (AI) has created disruptions in the traditional banking also. This paper aims to analyze the comfort level and usage of AI-enabled banking services by Generation Z.\u0000\u0000\u0000Design/methodology/approach\u0000The data is collected from 272 Generation Z members. The differential aspects, that is, the relationship of independent variables with dependent variables (AI-enabled internet banking), were analyzed using the structural equation modeling approach.\u0000\u0000\u0000Findings\u0000Defining factors for AI-enabled internet banking were identified. The results of factors were consistent with previous studies. It was found that the usage of AI-enabled internet banking services is insignificant, indicating that Generation Z does not perceive any advantage in using AI-enabled internet banking services.\u0000\u0000\u0000Research limitations/implications\u0000This paper does not incorporate age groups other than Generation Z. Further research could throw light on the difference based on age groups. Further research is required to deeply understand why Generation Z does not perceive AI-enabled internet services as very important.\u0000\u0000\u0000Practical implications\u0000It has been observed that internet banking is important for Generation Z, but they also place greater importance on interpersonal communication. Banks need to consider this in designing their internet banking services.\u0000\u0000\u0000Originality/value\u0000This paper addresses the gap between comfort with and usage of AI-enabled internet banking services, by Generation Z. This paper indicates that the comfort with AI-enabled internet banking services does not translate to usage.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41918404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Designing energy futures: a participatory foresight study in Australia","authors":"I. Koskinen, Nicholas Gilmore, Emi Minghui Gui","doi":"10.1108/fs-09-2021-0186","DOIUrl":"https://doi.org/10.1108/fs-09-2021-0186","url":null,"abstract":"\u0000Purpose\u0000This paper aims to: first, it studies expert opinions about the future of clean, decentralized energy technology in Australia; second, develop an interpretive and participatory foresighting methodology for a forthcoming study.\u0000\u0000\u0000Design/methodology/approach\u0000This paper reports a forecasting study about the future of clean energy. Driven mostly by economics and changing carbon policies, the energy sector is currently moving from fossil fuels to a variety of cleaner technologies. Energy experts have several incommensurate interpretations of how this change will happen. This paper describes the first phase of an ongoing study that foresight clean energy futures in Australia. By building on a participatory method in a scientific expert community, it describes the path from technological presumptions into four parallel yet interconnected scenarios. The paper also explores the social drivers behind these scenarios.\u0000\u0000\u0000Findings\u0000First, energy experts in Australia classify futures into four main scenarios: abundant, where energy will be mostly produced by solar cells; traded, where the future of energy lies in virtual power plants and microgrids; circular, which targets Australia’s NetZero goals through biomaterials, carbon capture and new powerful; secure, which secures the country’s energy supply through coal and nuclear energy. Second, they locate policy as the most important form of wildcards. The policy is multilayered from local to US politics and falls outside the scope of forecasting.\u0000\u0000\u0000Research limitations/implications\u0000The most important limitations of the study are: first, its reliance on scientific and technological experts, which guarantees its scientific validity but may underrepresent the social drivers of energy; second, this study is a methodological pilot of a larger study that will target industrial, commercial and local drivers; third, its focus on Australia, where politics, the size of the country and climate shape the uptake of clean energy in specific ways, most notably in the case of rapid uptake of solar energy.\u0000\u0000\u0000Practical implications\u0000The main practical implications of the paper are its broad focus on clean energy futures and its participatory foresighting approach, which can be repeated in other studies.\u0000\u0000\u0000Social implications\u0000The main social implication of the study is that it clearly shows that a technological perspective is necessary but not sufficient in understanding the future of clean energy. The paper also shows that local drivers importantly mold the future and should be taken into account in future studies and policy.\u0000\u0000\u0000Originality/value\u0000This paper makes two contributions. First, it organizes several technologies into four scenarios that clarify Australia’s clean energy futures better than a piecemeal study would do. Second, it developed and piloted an interpretive participatory methodology for studying futures by building on references from design research. This methodology will be used in subsequent studies.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43698682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The future as a public good: decolonising the future through anticipatory participatory action research","authors":"R. Bourgeois, G. Karuri-Sebina, Kwamou Eva Feukeu","doi":"10.1108/fs-11-2021-0225","DOIUrl":"https://doi.org/10.1108/fs-11-2021-0225","url":null,"abstract":"\u0000Purpose\u0000The purpose of this paper is to nurture reflections on the colonization of the future in the present with a particular focus on Africa. This paper aims at exploring how participatory research and particularly anticipatory action research can contribute to a decolonising process.\u0000\u0000\u0000Design/methodology/approach\u0000Considering the future as a public good, this paper develops a reflection on the colonization processes that can turn it into a club or a private good. This paper mobilizes the notions of participatory knowledge production and local action research as a way to decolonize the future and empower imagination. This paper revisits the tenets of participatory action research as a means to achieve this objective and discusses the main features of a non-colonial anticipatory action research in the context of African futures.\u0000\u0000\u0000Findings\u0000This paper highlights the challenges associated with connecting anticipatory endeavours focusing on action research, the creation of collective intelligence and co-design, with the intention of encouraging the decolonisation process. It includes design principles and anticipates a possible process of counter-decolonization.\u0000\u0000\u0000Research limitations/implications\u0000This is a conceptual paper, which does not provide field-tested evidence. Yet, the authors hope it serves as an input enabling to design methodologies that will prevent the colonisation of the future when engaging in future-oriented research activities in Africa and elsewhere.\u0000\u0000\u0000Originality/value\u0000This paper provides an integral approach to the colonisation of the future, as a renewed old question. This paper also connects this process with a reflection on the nature of what could be non-colonizing anticipatory action research.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43103093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Situating futures literacies in the Colombian educational system: a decolonizing theoretical model","authors":"C. Anderson, R. David","doi":"10.1108/fs-12-2021-0246","DOIUrl":"https://doi.org/10.1108/fs-12-2021-0246","url":null,"abstract":"\u0000Purpose\u0000This paper aims to present a theoretical model for restructuring Colombia’s educational initiatives in response to current socioeconomic needs. More equitable and decolonized education could help learners decouple their capacities to imagine the future from colonialized paradigms, thereby opening spaces for more active engagement in their own futures.\u0000\u0000\u0000Design/methodology/approach\u0000The authors take a critical, postmodern approach focused on empowering people to transcend constraints from a colonial past and recognizing that the purpose of knowledge, although reflecting power and social relationships, is to help people improve society. Notions of situated and futures literacies nourish an approach toward a decolonized and glocalized educational model.\u0000\u0000\u0000Findings\u0000The current Colombian educational system tends to favor a single focus – local, national or international – at the expense of the others. The authors argue that educational policy and planning should account for three realms of knowledge: locally situated literacies, nationally situated literacies and globally situated literacies.\u0000\u0000\u0000Originality/value\u0000Deconstructing obsolete and colonized methodologies could not only help prepare Colombian learners for active engagement both within and beyond their modern-day borders but could also help transform other educational systems originally designed to support societies and economies that no longer exist, including those of the Global North.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42973713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The intersection of trauma-informed futures and the coloniality of sexuality: building futures consciousness with Kenya’s LGBTQI+ community","authors":"S. Lichty, Francis Kamunya","doi":"10.1108/fs-10-2021-0219","DOIUrl":"https://doi.org/10.1108/fs-10-2021-0219","url":null,"abstract":"\u0000Purpose\u0000The purpose of this study is threefold: to pilot research on the role that trauma-healing and resilience play in developing futures consciousness/literacy; to explore how this informs the coloniality of sexuality; and to engage economically marginalised young gay and bisexual men in exploring future scenarios for the wider LGBTQI+ community in Kenya.\u0000\u0000\u0000Design/methodology/approach\u0000This study used participatory action research to pilot the study. Workshop sessions focused on exploratory futures using an integral futures framework. Futures tools used consisted of the futures triangle, polak game and a two-by-two matrix scenario building exercise.\u0000\u0000\u0000Findings\u0000Participants found that previous psychosocial support and mental health counselling enabled them to address past traumas, find healing and begin a productive journey of unpacking their understanding of agency and engage with developing personal and communal futures thinking – all prerequisites for effectively addressing decoloniality.\u0000\u0000\u0000Originality/value\u0000This research represents the only study of the four-way intersection of trauma-healing, futures consciousness/literacy, the queer community in Africa and decoloniality and coloniality of sexuality.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43735048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"AQI revisioned: a critical realism approach to transforming air pollution","authors":"Thasanawan Boonmavichit","doi":"10.1108/fs-06-2021-0129","DOIUrl":"https://doi.org/10.1108/fs-06-2021-0129","url":null,"abstract":"\u0000Purpose\u0000This paper aims to present the case for critical realism (CR) as a framework in steering the anticipatory and participatory activities an appropriate analysis of complex problems, aiming toward a transformative change.\u0000\u0000\u0000Design/methodology/approach\u0000Through observation, interview and facilitation for Circular Design Lab and Thai Clean Air Network, this paper unpacks their foresight activities, their key findings and subsequently connects to the Morphogenesis analysis based on an alternative foresight epistemology of CR.\u0000\u0000\u0000Findings\u0000Foresight based on CR philosophy provides a deeper understanding of the complexity and invisibility of air pollution issues in Thailand. Acknowledging the transitive reality beyond this study’s perception, the activity design applies the iceberg models to investigate problem framing and illustrate the stratified reality in three domains: the empirical based on emission reports and legislative regulations; the actual based on patterns of farmers practice and industrial development, activated by causal mechanisms; the real based on structural and mental models, driven by cultural and belief systems in Thailand. At the bottom layer of the iceberg, the real lies the generative mechanisms of pre-existing structural and cultures that constrain Thai citizen from acting on social change.\u0000\u0000\u0000Research limitations/implications\u0000CR’s emancipatory theory provides an immanent critique towards social improvement by illustrating comprehensive causal explanations of complex problems such as air pollution; while morphogenesis theory elaborates on the unconscious domination of the existing social structures, agencies, and cultures. Thus, the ethical inquiry of CR research is committed to the emancipation of false beliefs and creating conditions for “human prosperity”. However, this non-neutral value commitment is debated in the futures studies field.\u0000\u0000\u0000Practical implications\u0000The anticipatory activities on air pollution in Thailand bring to light the reality of power and oppression beyond human perception and illustrate the connection to the belief systems and its consequential action or lack thereof in dealing with the issues. The insight to power relationship provides an unconventional way to empower citizens in creating transformative change.\u0000\u0000\u0000Originality/value\u0000Modern foresight practice has developed under western cultures and societies. Recent efforts are made to investigate the epistemology underlying this field, for the future issues are ever more complex and interrelated across multiple sectors. This requires this study’s consideration of the meaning of knowledge and knowing, influencing the research paradigm. This paper proposes CR as a suitable foresight approach to emancipate this study from the widely accepted epistemologies and examine this study’s presupposition about social reality by a philosophical explanation based on the elements of ontology, causation, structure and persons.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44093296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Awakening the unconscious imagination and igniting ethical aspirations: the case of Hiraya Foresight via the engaged foresight approach","authors":"S. Cruz, Nicole Anne Kahn-Parreño","doi":"10.1108/fs-11-2021-0237","DOIUrl":"https://doi.org/10.1108/fs-11-2021-0237","url":null,"abstract":"\u0000Purpose\u0000This paper aims to introduce, unpack, explore, make sense and share Hiraya Foresight via the Engaged Foresight approach as a futures concept, framework and methodology to reconceptualize foresight and reframe anticipatory processes to enable the self and communities to reimagine visions of the future. This indigenous foresight process offers to strip the husk and break the shell of conscious, colonial anticipation and reveal and liberate unconscious imagination that enables ethical aspirations to emerge.\u0000\u0000\u0000Design/methodology/approach\u0000This paper introduces and examines the context, purpose and process of the four waves of the Hiraya Foresight Framework via the Engaged Foresight approach. These were constructed through the use of the Engaged Foresight approach, through workshops, a literature review and an action–learning approach. The first wave, lawak, looks into the breadth of foresight. The second wave, lalim, looks into the depth of foresight. Tayog, the third wave, looks into the peak of foresight. Finally, the fourth wave of foresight kababaang-loob contemplates the nature, values and wisdom of foresight.\u0000\u0000\u0000Findings\u0000This paper shares the processes, experiences and impacts through five case studies where the Hiraya Foresight Framework via the Engaged Foresight approach was applied. This paper shares the impacts of Hiraya Foresight in democratizing and indigenizing futures literacy.\u0000\u0000\u0000Originality/value\u0000This paper describes and offers Hiraya Foresight via the Engaged Foresight approach as an indigenous approach to decolonize futures studies and foresight practice.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42616902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Social Actors constructing community visions in the Global South","authors":"Fredy Vargas-Lama","doi":"10.1108/fs-11-2021-0235","DOIUrl":"https://doi.org/10.1108/fs-11-2021-0235","url":null,"abstract":"\u0000Purpose\u0000This paper aims to identify the aspects that social actors consider in constructing shared futures in communities. In their application in emerging countries, especially in the Global South, the socio-cultural particularities of communities and actors are often overlooked, generating friction or social conflicts. This paper presents two critical elements contributing to the debate: the importance of understanding Social Actors within a model of generating community futures in emerging countries; and the relevant factors that influence the actors in an exercise of building futures in communities.\u0000\u0000\u0000Design/methodology/approach\u0000From qualitative research, a case study of community foresight of the future was used: the future of Puerto Gaitán 2037 (Meta, Colombia). A method of information collection was applied from observation of the participants and analysis of documentation. The analysis method was the deductive qualitative analysis (DQA).\u0000\u0000\u0000Findings\u0000The participation of the social actors presents a model of five relevant elements that influence the actors for the successful construction of futures in communities. The first four factors, revealed from theory, are presented in real life. Likewise, a fifth factor is proven, Long-term thinking, which is evidenced by a model of application of futures studies for the specific context, applicable to the case of communities in countries of the Global South.\u0000\u0000\u0000Originality/value\u0000Although there are isolated examples of recommendations regarding studies to generate the future of communities, to the best of the author’s knowledge, this is the first study that presents concrete factors that contribute to guiding the construction of community futures from social actors, especially in countries of the Global South such as Colombia. It is also one of the first studies to use the DQA as a method of analysis in a topic of futures studies.\u0000","PeriodicalId":51620,"journal":{"name":"Foresight","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2022-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48180156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}