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Transdisciplinary Knowledge Producing Teams: Toward a Complex Systems Perspective

Aim/Purpose: Transdisciplinarity is considered as a framework for understanding knowledge producing teams (KPTs). Features of transdisciplinary knowledge producing teams (TDKPTs) are provided using a complex adaptive systems (CAS) lens. TDKPT features are defined and linked to complexity theory to show how team participants might develop skills that more truly express complex adaptive conditions. Background: TDKPTs are groups of stakeholder participants tasked with producing knowledge across disciplinary, sectoral, and ecological boundaries. TDKPTs reflect components of complex adaptive systems (CAS) and exemplify how CAS behave and function. Methodology: The paper accesses literature from the Science-of-Team-Science (SciTS), complexity theory, and systems theory to construct a typology of the features of TDKPTs. Contribution: This paper provides a list of features developed from a diverse body of literature useful for considering complexity within TDKPTs. Findings: The paper proposes a series of features of transdisciplinary knowledge producing teams. In addition, the authors identify important skill building aspects needed for TDKPTs to be successful. Recommendations for Practitioners: The paper provides a framework by which team functioning can be considered and enhanced within TDKPTs. Recommendation for Researchers: The paper suggests categorical features of transdisciplinary teams for research on the collaborative processes and outcomes of TD teams. Future Research: Knowledge producing team members need to engage in theoretical, episte-mological, and methodological reflections to elucidate the dynamic nature of TD knowledge producing teams. Understanding how conflict, dissonance, and reciprocal interdependencies contribute to knowledge generation are key areas of future research and inquiry.




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Synthesizing Design and Informing Science Rationales for Driving a Decentralized Generative Knowledge Management Agenda

Aim/Purpose: In a world of rapidly expanding complexity and exponentially increasing data availability, IT-based knowledge management tools will be needed to manage and curate available information. This paper looks at a particular tool architecture that has been previously proposed: The Personal Knowledge Management System (PKMS). The specific focus is on how the proposed architecture conforms to design science principles that relate to how it is likely to evolve. Background: We first introduce some recent informing science and design science research frameworks, then examine how the PKMS architecture would conform to these. Methodology: The approach taken is conceptual analysis. Contribution: The analysis provides a clearer understanding of how the proposed PKMS would serve the diverse-client ambiguous-target (DCAT) informing scenario and how it could be expected to evolve. Findings: We demonstrate how the PKMS informing architecture can be characterized as a “social machine” that appears to conform to a number of principles that would facilitate its long-term evolution. Future Research: The example provided by the paper could serve as a model future research seeking to integrate design science and informing science in the study of IT artefacts.




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Gifts, Contexts, Means, and Ends Differing: Informing Task Scenarios to Serve Knowledge Workers’ Needs in Dynamic Complex Settings

Aim/Purpose: As traditional Knowledge Management (KM) struggles to support the personal needs of knowledge workers in a new era of accelerating information abundance, we examine the shortcomings and put forward alternative scenarios and architectures for developing a novel Personal KM System (PKMS). Background: While prior publications focused on the complementing features compared to conventional dynamic KM models, our emphasis shifts to instantiating a flourishing PKMS community supported by a Digital Platform Ecosystem. Methodology: Design science research focusing on conceptual analysis and prototyping. Contribution: The PKMS concept advances the understanding of how digital platform communities may serve members with highly diverse skills and ambitions better to gainfully utilize the platform’s resources and generative potential in their personal and local settings. Findings: We demonstrate how the needs to tackle attention-consuming rising entropy and to benefit from generative innovation potentials can be addressed. Future Research: As this article has iteratively co-evolved with the preparing of a PKMS implementation, business, and roll-out plan, the prototype’s testing, completion, and subsequent migration to a viable system is of primary concern.




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Knowledge-Oriented Leadership, Psychological Safety, Employee Voice, and Innovation

Aim/Purpose: The truism is that leadership fosters or restricts innovation behaviours in organisations, but the extent to which it does depends on the leadership style in practice. This study focuses on one of the contemporary leadership styles, knowledge-oriented leadership [KOL], which has received scant attention in research. In doing so, the contextual factors of psychological safety [PS] and employee voice [EV] were applied to determine how KOL influences are channeled to innovation at the individual level. Methodology: Data were collected from 347 academic staff in public universities in Southern Nigeria and subjected to a partial least square [PLS] analytical procedure for data treatment and hypotheses testing using the SmartPLS 3 software for variance-based structural equation modelling. Contribution: The study formed an integrated research framework that links knowledge-oriented leadership and innovation by accounting for the contextual mechanisms of psychological safety and employee voice. Findings: The PLS results demonstrated that the knowledge-oriented leadership and innovation relationship was positive and significant, and this relationship was partially mediated by two variables, namely, PS and EV. Furthermore, the two mediating variables channeled KOL’s influence on innovation in a sequence. Recommendation for Researchers: Organisations need to consider the practical application of KOL to improve innovation outcomes considerably. By this, leadership training programs should include modules, courses, or topics on KOL to engender the formation of requisite managerial skills. More so, they should consider the criterion of demonstrable KOL abilities for leadership selection and recruitment. As a personal development initiative, managers can attend leadership development programmes as well as obtain certification in knowledge management to improve their KOL abilities. This initiative should be encouraged and supported by organisations. In all, the human resource management framework should be responsive to the dynamics of the knowledge economy regarding leadership. Given that PS and EV function as mediators, organisations should actively cultivate an environment enabling interpersonal risky behaviours founded on trust, respect, and cooperation and encourage/support employees who demonstrate such behaviour accordingly. In this line, they should create and sustain a supportive environment that positively reinforces voice decisions and behaviours. Future Research: The study only determined the links between KOL, PS, EV, and innovation in public universities in Southern Nigeria. Other studies may examine the linkages in other knowledge-intensive organisations as well as expand the geographic scope to make for better generality of findings. Future studies should look at other underlying mechanisms that can affect the KOL-innovation relationship, such as psychological capital, work engagement, work commitment, etc. The role of moderators can be identified and introduced to this integrative framework to demonstrate the conditions affecting the linkages.




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TALK: Real-time knowledge extraction from short semi-structured documents

A semantically rich framework to enable real-time knowledge extraction from short length semi-structured documents Lavana Elluri 10:30-11:30 Monday, 4 November 2019, ITE346 Knowledge is currently maintained as a large volume of unstructured text data in books, laws, regulations and policies, news and social media, academic and scientific reports, conversation and correspondence, etc. Most of these […]

The post TALK: Real-time knowledge extraction from short semi-structured documents appeared first on UMBC ebiquity.




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COORDINATING KNOWLEDGE CREATION IN MULTIDISCIPLINARY TEAMS: EVIDENCE FROM EARLY-STAGE DRUG DISCOVERY

Based on a multi-year field study of early-stage drug discovery project teams at a global pharmaceutical company, this paper examines how multidisciplinary teams engaged in knowledge creation combine formal and informal coordination mechanisms when faced with unpredictable interdependencies among specialists' knowledge domains. While multidisciplinary teams are critical for knowledge creation in increasingly specialized work environments, the coordination literature has been divided with respect to the extent to which such teams rely on formal coordination structures and informal coordination practices. Our findings show that when interdependencies among knowledge domains are dynamic and unpredictable, specialists design self-managed (sub-)teams around collectively held assumptions about interdependencies based on incomplete information (conjectural interdependencies). These team structures establish the grounds for informal coordination practices that enable specialists to both manage known interdependencies and reveal new interdependencies. Newly revealed interdependencies among knowledge domains, in turn, promote structural adaptation. Drawing on these findings, we advance an integrative model explaining how team-based knowledge creation relies on the mutual constitution of formal coordination structures and informal coordination practices. The model contributes to theory on organizational design and practice-based research on coordination in cross-disciplinary knowledge creation.




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A Study of Anglo Expatriate Managers' Learning, Knowledge Acquisition, and Adjustment in Multi-National Companies in China

This study investigates Anglo expatriate managers learning, knowledge acquisition, and adjustment to the host culture when working within Anglo multi-national companies operating in China. A structural equation model based on data from 121 expatriate managers reveal that Anglo managers adjust more effectively when their learning styles are congruent with the demands of the host culture. Their levels of accumulated managerial tacit knowledge and adaptive flexibility were also associated with their learning styles which in turn led to more effective adjustment to the host culture. Implications for theory, global manager development, and expatriate management are provided.




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KNOWLEDGE INHERITANCE, VERTICAL INTEGRATION AND ENTRANT SURVIVAL IN THE EARLY U.S. AUTO INDUSTRY

A key finding in the literature on industry evolution and strategy is that knowledge "inherited" from the founder's previous employer can be an important source of a new firm's capabilities. We analyze the conditions under which knowledge that is useful for carrying out a key value chain activity is inherited, and explore the mechanism through which such an inheritance shapes an entrant's strategies and, in the process, influences its performance. Evidence from the early U.S. auto industry indicates that employee spinoffs generated from incumbents that had integrated a key value chain activity were also more likely to integrate that activity than other entrants, which, we suggest, reflects the application of knowledge inheritance relative to that activity. Moreover, we find that the integration of this key activity, stimulated by knowledge inheritance, contributed to the establishment of defensible strategic positioning, thereby enhancing the survival duration of inheriting spinoffs. We thus link together the phenomena of knowledge inheritance, vertical integration, and strategic positioning to explain entrant performance. These three phenomena tend to be treated disparately in the literature, rather than in combination.




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Devolution of Researcher Care in Organization Studies and the Moderation of Organizational Knowledge

In this paper, we critically assess how the devolution of researcher care moderates knowledge development in organization studies. Defining researcher care as what scholars are concerned and passionate about, we consider the extent to which individuals researchers lose their personal voice in researching organizations. This bounding of care by the research community is a reflection of the way that researchers knowingly alter their care in researching organizations to gain associated career and reputational benefits. We describe how the field's institutional logic for researching organizations enables this devolution to take hold and how larger institutional forces reinforce how it progressively moderates organizational knowledge. We offer preliminary suggestions for addressing the devolution of researcher care in organization studies and ameliorating its threat to knowledge development.




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Hyundai acknowledges touchscreen woes, brings back physical controls

HYUNDAI’S recent acknowledgement of the challenges with touchscreens in vehicles highlights a growing trend that some are calling the “Tesla Effect.” Following in Tesla’s footsteps, many automakers have phased out traditional physical controls for digital interfaces on touchscreens, aiming to create sleek, tech-centric cabins. However, Hyundai has found that American buyers aren’t entirely on board with the touchscreen-only setup.

According to HDNA Vice President Ha Hak-soo, Hyundai’s experience with touchscreen-based controls revealed that drivers often feel frustrated when trying to quickly adjust settings on the go, especially when physical dials or buttons could have made adjustments more straightforward. Hyundai’s internal testing with focus groups found that drivers found it stressful to control certain functions on a touchscreen when needing immediate responsiveness.

Touchscreens undoubtedly allow designers more flexibility to achieve minimalist interiors and offer a greater range of functions than physical controls alone. But when it comes to real-world driving, bumping along a rough road can make it challenging to find and tap digital controls accurately. A simple adjustment that could once be handled by feel now demands more focus, taking the driver’s attention off the road.

In response, Hyundai has started reintroducing physical controls on some models, including the facelifted Ioniq 5. While Hyundai’s North American team believes driver attitudes might shift once advanced driver-assistance systems become more common, allowing drivers to focus less on the road, for now, it seems Hyundai is listening to the call for a balance between digital and physical controls.




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Another example of Google’s Knowledge Graph getting it wrong

Voting in the UK election has finished and the results are in, but the dust has most definitely not settled. It looks as we in the UK are in for interesting times ahead. It would help those of us researching the various political parties and policies if Google could at least get the basics right, … Continue reading Another example of Google’s Knowledge Graph getting it wrong




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Thirst for knowledge knows no bounds

With no public or private school available, Safarabad's residents look to an informal school to fill the gap




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New framework to deliver biodiversity knowledge

Global Biodiversity Informatics Outlook sets out key steps to harness IT and open data to inform better decisions

Copenhagen, Denmark – A new initiative launched today (2 Oct) aims to coordinate global efforts and funding to deliver the best possible information about life on Earth, and our impacts upon it.

The Global Biodiversity Informatics Outlook sets out a framework to harness the immense power of information technology and an open data culture to gather unprecedented evidence about biodiversity and to inform better decisions.

The framework is outlined in a document and website entitled Delivering Biodiversity Knowledge in the Information Age, inviting policy makers, funders, researchers, informatics specialists, data holders and others to unite around four key focus areas where progress is needed.

The focus areas, each consisting of several specific components, are:

  • Culture – promoting practices and infrastructure for sharing data, using common standards and persistent archives, backed up by strong policy incentives and a community of willing specialists;
  • Data – addressing the need to transform all data about species, past and present, into usable and accessible digital formats; from historic collections and literature to citizen science observations, remote sensors and gene sequencing;
  • Evidence – organizing and assessing data from all sources to provide clear, consistent views giving them context; including taxonomic organization, integrated occurrences in time and space, capturing information about species interactions, and improving data quality through collaborative curation; and
  • Understanding – building models from recorded measurements and observations to support data-driven research and evidence-based planning, including predictive tools, better visualization and feedbacks to prioritize new data capture.

The document is being promoted through a number of upcoming events this month, including the Governing Board of the Global Biodiversity Information Facility and the Subsidiary Body on Scientific, Technical and Technological Advice of the Convention on Biological Diversity (CBD SBSTTA) where it forms part of the discussion on meeting global targets to end biodiversity loss.

The framework arose from the Global Biodiversity Informatics Conference which gathered around 100 experts in Copenhagen in July, 2012, to identify critical questions relating to biodiversity and tools needed answer them. Workshop leaders at that conference went on to draw up and author the current document.

The Global Biodiversity Informatics Outlook includes examples of projects and initiatives contributing to its objectives, and the accompanying website www.biodiversityinformatics.org invites feedback from others wishing to align their own activities to the framework.

A deck of slides for presentations about GBIO is available at http://www.slideshare.net/GBIF/global-biodiversity-informatics-outlook





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EU BON acknowledged paper is classified as the fourth hottest article in Ecological Informatics

A recent paper by Duccio Rocchini et al. (2015) has been classified as the fourth hottest article in Ecological Informatics. The paper is part of the EU BON project, and discusses from a conceptual point of view, the potential of remote sensing in estimating biodiversity using various diversity indices, including alpha- and beta-diversity measurements. 

Abstract:

Many geospatial tools have been advocated in spatial ecology to estimate biodiversity and its changes over space and time. Such information is essential in designing effective strategies for biodiversity conservation and management. Remote sensing is one of the most powerful approaches to identify biodiversity hotspots and predict changes in species composition in reduced time and costs. This is because, with respect to field-based methods, it allows to derive complete spatial coverages of the Earth surface under study in a short period of time. Furthermore, remote sensing provides repeated coverages of field sites, thus making studies of temporal changes in biodiversity possible. In this paper we discuss, from a conceptual point of view, the potential of remote sensing in estimating biodiversity using various diversity indices, including alpha- and beta-diversity measurements.

Original source:

Rocchini D, Hernández Stefanoni JL, He, KS (2015) Advancing species diversity estimate by remotely sensed proxies: a conceptual review. Ecological Informatics, 25: 22-28. doi:10.1016/j.ecoinf.2014.10.006

 

 





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How Ecosystem and Biodiversity data and knowledge can support the GEO objectives: EU BON’s session at the European GEO Workshop

The 11th European Projects GEO Workshop took place between 19-21 June 2017, in Helsinki, Finland, bringing together European stakeholders interested in and actively contributing to the Global Earth Observations System of Systems (GEOSS).

Alongside the plenary (see presentations here), the conference featured 20 sessions looking at various aspects GEOSS, its objectives and their implementation.

Among those EU BON took part in a dedicated session titled ‘How Ecosystem and Biodiversity data and knowledge can support the GEO objectives’, alongside fellow projects and initiatives, and associated partners ECOPOTENTIAL, LTER-Europe, GLOBIS-B, EKLIPSE and ENEON.


Credit: F. Wetzel

The session aimed to inform about recent developments of relevant projects that focus on Ecosystems and Biodiversity and also outline how the generated data and knowledge can support the GEO objectives and inform relevant policies on a European and global scale.  

EU BON, as a now completed project, opened the session by presenting its major products in particular the European Biodiversity Portal and how current and future projects can build on the outcomes achieved.

Overall, the session gave the opportunity to learn about the different approaches of selected EU-projects that address the mobilization, integration and analysis of biodiversity and ecosystem data, their current achievements and existing barriers. Here are some of the Key Messages that emerged from the session: 

  • For biodiversity and ecosystem approaches, European level efforts are needed to achieve comprehensive data coverage and full open access, especially for in situ data integration.
  • Existing European-level data portals and information platforms need to be sustained and considered as integration points for national and local data hubs. 
  • Systematic approaches for biodiversity are needed, which means linking biotic and abiotic data and improving harmonization efforts for the whole data cycle/ workflows from data collection, analysis and dissemination for different disciplines (SBAs). 
  • Essential (Biodiversity) Variables (EBVs) are a key concept / framework especially for monitoring / long-term observations that should be applied for all available biodiversity/ecosystem data fields.
  • Use examples from existing projects and networks as successful blueprints for bottom-up/user-driven approaches in GEOSS that relate to knowledge and user needs at the local scale. 




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Policy windows for the environment: Tips for improving the uptake of scientific knowledge

A new EU BON derived paper looks at the dynamics of science - policy dialogue, offering tips for improving the uptake of scientific knowledge.

Scientific knowledge is considered to be an important factor (alongside others) in environmental policy-making. However, the opportunity for environmentalists to influence policy can often occur within short, discrete time windows. Therefore, a piece of research may have a negligible or transformative policy influence depending on when it is presented.

These ‘policy windows’ are sometimes predictable, such as those dealing with conventions or legislation with a defined renewal period, but are often hard to anticipate. We describe four ways that environmentalists can respond to policy windows and increase the likelihood of knowledge uptake: 1) foresee (and create) emergent windows, 2) respond quickly to opening windows, 3) frame research in line with appropriate windows, and 4) persevere in closed windows. These categories are closely linked; efforts to enhance the incorporation of scientific knowledge into policy need to harness mechanisms within each.

In their new reseach the authors illustrate the main points with reference to nature conservation, but the principles are widely applicable. The open access paper is available here: http://www.sciencedirect.com/science/article/pii/S1462901117302095

Read also the article published on it by the British Ecological Society: http://www.britishecologicalsociety.org/windows-opportunity-influence-policy-four-tips-improve-uptake-scientific-knowledge/

 





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Open Knowledge Conference 2013

The Open Knowledge Foundation is pleased to announce that the 2013 Open Knowledge Conference (OKCon) will take place in Geneva, Switzerland on 17th-18th September.
The world’s leading open data and open knowledge event, OKCon is the latest in an annual series run since 2005. Last year’s installment in Helsinki had more than 1000 participants from over 50 countries and was the largest event of its kind to date.
Find out more about the conference here.
Registration and tickets are already available here.





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Biodiversity Knowledge 2nd Conference

The FP7 Coordination action BiodiversityKnowledge on "designing a network of knowledge on biodiversity and ecosystem services to inform decision-making in Europe" is organizing its second international conference on September 24th to 26th in Berlin.
The objective of this second conference is to discuss and finalize the recommended design of a future Network of Knowledge (NoK) on biodiversity and ecosystem services in Europe.
Considering the importance of this future Network of Knowledge, representatives of the biodiversity and ecosystem service knowledge community - from practitioners, researchers to policy makers - are warmly invited to actively participate in this conference and to contribute to the design process of a European Network of Knowledge during 2013.
Event web page: Biodiversity Knowledge 2nd Conference





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BiodiversityKnowledge at the EU parliament "Towards a consolidated Network of Knowledge on biodiversity and ecosystem services in Europe"

On the 1st of April, between 9:30 and 16:30, the BiodiversityKnowledge project organises a conference where outcomes will be presented and widely discussed with policy makers, science and other stakeholders at the European parliament in Brussels. As final result, BiodiversityKnowledge will present a stakeholder’s document outlining a recommended design on how such a Network of Knowledge could operate and produce added value.

EU BON will be also presented at the confernce as one of the knowledge providers of the Network of Knowledge.

To counteract biodiversity loss, efforts have considerably increased over the past years to strengthen the science-policy-society interface on biodiversity and ecosystem services. There is indeed an active landscape of projects, institutions, organisations and individuals in Europe involved in this interface, all aiming to improve the knowledge flow so that decisions at different policy levels (from European, to national and local levels) are based on the best available knowledge.

With the 7th Environmental Action Programme and the start of Horizon2020 and its focus on innovative solutions for society, the need for more concerted activities in this context become even more important.

In this context, BiodiversityKnowledge (FP7 KNEU), an EU-funded coordination action has been set up to help to map, mobilise and organise this landscape focusing on the knowledge holders’ community. For this the project has been developing and testing a prototype Network of Knowledge since 2011 with more than 300 active participations of representatives of the biodiversity and ecosystems services knowledge community. Stakeholders involved ranged from practitioners and researchers to policy-makers.

Please find the conference agenda attached below.

 





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Open Science at the Global Scale: Sharing e-Infrastructures, Sharing Knowledge, Sharing Progress

The "Open Science at the Global Scale: Sharing e-Infrastructures, Sharing Knowledge, Sharing Progress" conference will take place on March 31, 2015 in Brussels, Belgium. The conference is organized under the aegis of the European Commission (DG CONNECT) to bring together policy and research stakeholders from all the regions targeted by the project (Asia, Africa, Arabia, India, Europe and Latin America) to discuss major developments and perspectives in the field of global e-Infrastructures for Research and Education.

The main outcomes of the CHAIN-REDS project will be also presented on this occasion:

  • The development of a Distributed Computing Infrastructure interoperation model between Europe and other regions
  • The promotion of international standards and technical guidelines for interoperability of cloud services across continents
  • One of the largest existing e-Infrastructure-related digital information systems, the CHAIN-REDS Knowledge Base
  • A complete methodology for better sharing and using scientific data
  • The CHAIN-REDS Science Gateway: a single portal for accessing remote computing and data services anywhere in the world
  • The support of the creation of Identity Federations to make Authentification and Authorisation easier for users and service providers worldwide
  • The main outcomes of the six awareness-raising workshops organised by CHAIN-REDS in Asia, Africa, Arabia, and Latin America

For Registration and more information, please visit the oficial conference webpage: https://agenda.ct.infn.it/event/1110/

 






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Open exchange of scientific knowledge and European copyright: The case of biodiversity information




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How can local and traditional knowledge be effectively incorporated into international assessments?





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Biodiversity knowledge synthesis at the European scale: actors and steps




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Blueprints of Effective Biodiversity and Conservation Knowledge Products That Support Marine Policy




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Policy windows for the environment: Tips for improving the uptake of scientific knowledge





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American Concrete Institute to Host Fourth Annual 24 Hours of Concrete Knowledge

Registration is open for the fourth 24 Hours of Concrete Knowledge, a free, virtual conference organized by the American Concrete Institute that will begin at 2 p.m. EDT on July 9.




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Retaining education and training knowledge

Our workers seem attentive during training, but afterward they quickly forget what they’ve learned. What steps can I take to improve knowledge retention rates?




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Test your knowledge about heat-related illnesses

How much do you know about heat-related illnesses? Take this quiz to find out.




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Shaykh al-Isl?m Ibn Taymiyyah and the Foundational Principles of the Kh?rijite Renegades (F): Lack of Genuine Knowledge-Based Piety




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Trolli Sour Electric Crawlers

The candy features two mouth-puckering flavors and vibrant colors zapped together in each soft and chewy gummi worm, offering an unexpected twist on the classic Trolli experience.




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Napa Retailer Cultivates Success Through Family, Knowledge

Almost 30 years ago, Janice Clifton was working as a public accountant and helping a local cash-and-carry flooring retailer exit the business. 




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Whose voices? Whose knowledge? Children and young people’s learning about climate change through local spaces and indigenous knowledge systems.

Children's Geographies; 11/10/2022
(AN 160144945); ISSN: 14733285
Academic Search Premier








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Interspecies care, knowledge and ownership: children's equestrian cultures in Sweden and Finland.

Children's Geographies; 06/01/2024
(AN 178088789); ISSN: 14733285
Academic Search Premier




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Category construction and knowledge production in childhood studies: rethinking 'left-behind children' through the case of 'liushou children' in China.

Children's Geographies; 08/01/2024
(AN 178911409); ISSN: 14733285
Academic Search Premier







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Participatory topological mapping: A novel approach for exploring and communicating situated knowledge of complex socio-ecological systems

Methodological Innovations, Ahead of Print. Land use change impacts on Sámi reindeer husbandry are well-documented, but existing maps often fail to capture socio-ecological relationships between herders, reindeer and nature. Conventional Geographic Information Systems (GIS) simplify these relationships, lacking local context and excluding valuable knowledge due to their rigid structure. This paper introduces participatory topological mapping, […]

The post Participatory topological mapping: A novel approach for exploring and communicating situated knowledge of complex socio-ecological systems was curated by information for practice.



  • Open Access Journal Articles

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Using Legitimation Code Theory to explore knowledge building in English medium higher education teaching: methodological challenges and innovations

Volume 29, Issue 7, October 2024. Read the full article ›

The post Using Legitimation Code Theory to explore knowledge building in English medium higher education teaching: methodological challenges and innovations was curated by information for practice.



  • Journal Article Abstracts

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Ferag’s fashion statement at IWLEX 2024 Conference

Fashion businesses can transform their fulfilment operations by visiting Ferag (stand G50) at this year’s IWLEX Conference, 14th – 15th May, NAEC, Stoneleigh Coventry.



  • Exhibitions and Events
  • Retail Supply Chain

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Neural network analysis of neutron and X-ray reflectivity data incorporating prior knowledge

Due to the ambiguity related to the lack of phase information, determining the physical parameters of multilayer thin films from measured neutron and X-ray reflectivity curves is, on a fundamental level, an underdetermined inverse problem. This ambiguity poses limitations on standard neural networks, constraining the range and number of considered parameters in previous machine learning solutions. To overcome this challenge, a novel training procedure has been designed which incorporates dynamic prior boundaries for each physical parameter as additional inputs to the neural network. In this manner, the neural network can be trained simultaneously on all well-posed subintervals of a larger parameter space in which the inverse problem is underdetermined. During inference, users can flexibly input their own prior knowledge about the physical system to constrain the neural network prediction to distinct target subintervals in the parameter space. The effectiveness of the method is demonstrated in various scenarios, including multilayer structures with a box model parameterization and a physics-inspired special parameterization of the scattering length density profile for a multilayer structure. In contrast to previous methods, this approach scales favourably when increasing the complexity of the inverse problem, working properly even for a five-layer multilayer model and a periodic multilayer model with up to 17 open parameters.




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Some Pollinator Populations Declining - Improved Monitoring and More Biological Knowledge Needed to Better Assess Their Status

Long-term population trends for some North American pollinators -- bees, birds, bats, and other animals and insects that spread pollen so plant fertilization can occur -- are demonstrably downward, says a new report from the National Research Council.




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Transferable Knowledge and Skills Key to Success in Education and Work - Report Calls for Efforts to Incorporate Deeper Learning Into Curriculum

Educational and business leaders want todays students both to master school subjects and to excel in areas such as problem solving, critical thinking, and communication




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New Report Finds ‘Surprising Gaps’ in Knowledge of Ovarian Cancers

Ovarian cancer should not be categorized as a single disease, but rather as a constellation of different cancers involving the ovary, yet questions remain on how and where various ovarian cancers arise, says a new congressionally mandated report from the National Academies of Sciences, Engineering, and Medicine.