Encouraging Social Innovation Through Capital: Using Technology to Address Barriers

Outlines how technology can help foster a robust capital market for public education innovation by improving content, linking technology with face-to-face networks, and streamlining transactions. Suggests steps for government, foundations, and developers

Matching algorithms : fundamentals, applications and challenges

Matching plays a vital role in the rational allocation of resources in many areas, ranging from market operation to people's daily lives. In economics, the term matching theory is coined for pairing two agents in a specific market to reach a stable or optimal state. In computer science, all branches of matching problems have emerged, such as the question-answer matching in information retrieval, user-item matching in a recommender system, and entity-relation matching in the knowledge graph. A preference list is the core element during a matching process, which can either be obtained directly from the agents or generated indirectly by prediction. Based on the preference list access, matching problems are divided into two categories, i.e., explicit matching and implicit matching. In this paper, we first introduce the matching theory's basic models and algorithms in explicit matching. The existing methods for coping with various matching problems in implicit matching are reviewed, such as retrieval matching, user-item matching, entity-relation matching, and image matching. Furthermore, we look into representative applications in these areas, including marriage and labor markets in explicit matching and several similarity-based matching problems in implicit matching. Finally, this survey paper concludes with a discussion of open issues and promising future directions in the field of matching. © 2017 IEEE. **Please note that there are multiple authors for this article therefore only the name of the first 5 including Federation University Australia affiliate “Jing Ren, Xia Feng, Nargiz Sultanova" is provided in this record*

Internationalisation strategy implemented through Faculty Exchange: Strategic Entrepreneurship in a “new” United Kingdom University

The promotion of international staff mobility is a founding principle of the ‘Bologna Process’, designed to create a converged system of higher education across Europe as it is subjected to increasing globalisation. Many UK ‘new’ (ie post-1992) universities are engaged in the development of internationalisation and globalisation strategies which include staff exchange. Meanwhile, the failure to execute strategy is increasingly acknowledged as a major problem in organisational performance. Using a first-, second and third-person Insider Action Research (AR) approach, six chronological cycles of AR were enacted over a 28 month period in order to organise and implement an international staff exchange between universities in the UK and France. Data generated were subjected to a double process of analysis – four phase analysis and a meta-cycle of enquiry - in order to propose aspects of strategy execution through strategic entrepreneurship within the constraints of a post-1992 university business school in the UK. Concepts from the theoretical literature in three domains - entrepreneurship in higher education, globalisation of higher education and strategy execution through strategic entrepreneurship – are combined with the research analysis to propose that ‘strategic entrepreneurs’ can execute the riskier elements of an internationalisation strategy, such as staff exchange. This work broadens AR from education into strategic management. It goes beyond the common, well-intentioned and yet vague statements involving the ‘encouragement’ of international staff exchange to propose the elements of execution through strategic entrepreneurship

Global Mobility of Talent from a Perspective of New Industrial Policy: Open Migration Chains and Diaspora Networks

economic development, diaspora networks, search networks, serendipity

Impact of Brand Sponsorship on Influencers-Audience Engagement: Evidence from Analyzing YouTube Videos

The growth of the influencer marketing industry warrants an empirical examination of the effect of posting sponsored videos on an influencer’s reputation. We collect a novel dataset of user-generated YouTube videos created by prominent English-speaking influencers in the beauty and style category. We extract a rich set of theory-driven video features and use DiNardo-Fortin-Lemieux reweighting to construct comparable treatment and control groups that are matched at the influencer-video level. A difference-in-differences analysis on the matched sample finds a reputation-burning effect: posting a sponsored video, compared to posting an equivalent organic video, costs the influencer 0.17% of their reputation (operationalized as the number of subscribers). The reputation-burning effect is stronger among influencers with larger audiences; an analysis of audience engagement and comment text reveals a larger gap in the audience’s response to sponsored vs. organic videos among influencers with larger (vs. smaller) audiences. Our study empirically tests an assumption of several theoretical works, contributes to the literature on influencer marketing and celebrity endorsements, and provides managerial implications for influencers, brands, and social media platforms

Sustainable Agricultural Productivity Growth and Bridging the Gap for Small-Family Farms: Interagency Report to the Mexican G20 Presidency

In 2011, G20 leaders committed to sustainably increase agricultural (production and) productivity (paragraph 43 of the Cannes Declaration). They "agree(d) to further invest in agriculture, in particular in the poorest countries, and bearing in mind the importance of smallholders, through responsible public and private investment," they "decide(d) to invest in research and development of agricultural productivity. Early in 2012 Mexico, as G20 President, invited international organisations to examine practical actions that could be undertaken to sustainably improve agricultural productivity growth, in particular on small family farms. The preparation of this report, co-ordinated by the FAO and the OECD, responds to this request. It is a collaborative undertaking by Bioversity, CGIAR Consortium, FAO, IFAD, IFPRI, IICA, OECD, UNCTAD, Coordination team of UN High Level Task Force on the Food Security Crisis, WFP, World Bank, and WTO. We, the international organisations, are pleased to provide you with this joint report and look forward to continuing collaboration within the G20 framework to further elaborate and, as appropriate, implement the recommendations that it contains