Probabilistic latent semantic analysis as a potential method for integrating spatial data concepts

In this paper we explore the use of Probabilistic Latent Semantic Analysis (PLSA) as a method for quantifying semantic differences between land cover classes. The results are promising, revealing ‘hidden’ or not easily discernible data concepts. PLSA provides a ‘bottom up’ approach to interoperability problems for users in the face of ‘top down’ solutions provided by formal ontologies. We note the potential for a meta-problem of how to interpret the concepts and the need for further research to reconcile the top-down and bottom-up approaches

Tourism and integrated development: a geographic perspective

This article discusses the influence of tourism on integrated development from spatial and temporal points of view. The growth of tourism as an activity has been acknowledged from all parts of the world and it appears the tourism sector is making a lot of contribution to economic development of countries that have developed their tourism potentials. Many empirical studies have come up with evidence that suggests that there exists a relationship between tourism demand and other variables such as transportation and spatial behaviour of tourists. Due to the infancy of tourism as a development strategy in the developing countries only little work has been done to address theoretical underpinnings of tourism and integrated development within the geographic framework. The importance of spatial integration makes geography an integral aspect of development that may be of invaluable relevance to the understanding of tourism growth. Arguments in this paper are marshalled on three levels: the geographers’ view of integrated development; tourism and economic development; and geographic question in tourism and integrated development. It is believed that with the integrated development of tourism at all geographic scales, spatial inequity would be drastically reduced

Irish Sea Coastal Stakeholder Engagement in NW England consultation, participation, strategic purpose and rhetoric. Do you reap just what you sow?

The creation of a holistic more inclusive approach to marine management could be positively influenced by the development of well structured and sincere Stakeholder Engagement and Public Participation (SEPP) processes. However poorly designed frameworks and processes lacking sincerity may engender skepticism, mistrust and create barriers in the attainment of a thriving and diverse coastal economy During 2009 a public participation and stakeholder engagement policy has been used by government agencies, Defra and the Department of Energy and Climate Change to gauge public opinion within the marine and coastal environment of the Irish Sea. This concerns the development of Irish Sea Conservation Zones and the UK’s Nuclear Newbuild programme. Both issues have complex dynamics regarding their environmental, economic, societal and sustainability aspects. This paper studies two contrasting styles of SEPP deployed during this critical ‘first contact’ stage by a participatory observation approach and assesses how this phase may affect the development of the engagement process and how this may affect a project’s outcome

Determinism and the Antiquated Deontology of the Social Sciences

This article shows how the social sciences, particularly human geography, rejected hard determinism by the mid-twentieth century largely on the deontological basis that it is irreconcilable with social justice, yet this rejection came just before a burst of creative development in consequentialist theories of social justice that problematize a facile rejection of determinism on moral grounds, a development that has seldom been recognized in the social sciences. Thus many current social science and human geography views on determinism and social justice are antiquated, ignoring numerous common and well-respected arguments within philosophy that hard determinism can be reconciled with a just society. We support this argument by briefly tracing the parallel development of stances on determinism in the social sciences and the deontological-consequentialist debate in philosophy. The purpose of the article is to resituate social science and human geography debates on determinism and social justice within a modern ethical framework

Economic Complexity Unfolded: Interpretable Model for the Productive Structure of Economies

Economic complexity reflects the amount of knowledge that is embedded in the productive structure of an economy. It resides on the premise of hidden capabilities - fundamental endowments underlying the productive structure. In general, measuring the capabilities behind economic complexity directly is difficult, and indirect measures have been suggested which exploit the fact that the presence of the capabilities is expressed in a country's mix of products. We complement these studies by introducing a probabilistic framework which leverages Bayesian non-parametric techniques to extract the dominant features behind the comparative advantage in exported products. Based on economic evidence and trade data, we place a restricted Indian Buffet Process on the distribution of countries' capability endowment, appealing to a culinary metaphor to model the process of capability acquisition. The approach comes with a unique level of interpretability, as it produces a concise and economically plausible description of the instantiated capabilities

Doing evolution in economic geography

Evolutionary approaches in economic geography face questions about the relationships between their concepts, theories, methods, politics, and policy implications. Amidst the growing but unsettled consensus that evolutionary approaches should employ plural methodologies, the aims here are, first, to identify some of the difficult issues confronting those working with different frameworks. The concerns comprise specifying and connecting research objects, subjects, and levels; handling agency and context; engaging and integrating the quantitative and the qualitative; comparing cases; and, considering politics, policy, and praxis. Second, the purpose is to articulate a distinctive geographical political economy approach, methods, and illustrative examples in addressing these issues. Bringing different views of evolution in economic geography into dialogue and disagreement renders methodological pluralism a means toward improved understanding and explanation rather than an end in itself. Confronting such thorny matters needs to be embedded in our research practices and supported by greater openness; more and better substantiation of our conceptual, theoretical, and empirical claims; enhanced critical reflection; and deeper engagement with politics, policy, and praxis

Employing geographical principles for sampling in state of the art dialectological projects

The aims of this paper are twofold: First, we locate the most effective human geographical methods for sampling across space in large-scale dialectological projects. We propose two geographical concepts as a basis for sampling decisions: Geo-demographic classification, which is a multidimensional method used for the socio-economic grouping of areas. We also develop an updated version of functional regions that can be used in sociolinguistic research. We then report on the results of a pilot project that applies these models to collect data regarding the acceptability of vernacular morpho-syntactic forms in the North-East of England. Following the method of natural breaks advocated for dialectology by Horvath and Horvath (2002), we interpret breaks in the probabilistic patterns as areas of dialect transitions. This study contributes to the debate about the role and limitations of spatiality in linguistic analysis. It intends to broaden our knowledge about the interfaces between human geography and dialectology

A Comedy of Errors or, How I Learned to Stop Worrying and Love Sensibility‐Invariantism about ‘Funny’

In this article, I argue that sensibility‐invariantism about ‘funny’ is defensible, not just as a descriptive hypothesis, but, as a normative position as well. What I aim to do is to make the realist commitments of the sensibility‐invariantist out to be much more tenable than one might initially think them to be. I do so by addressing the two major sources of discontent with sensibility‐invariantism: the observation that discourse about comedy exhibits significant divergence in judgment, and the fact that disagreements about comedy, unlike disagreements about, say, geography, often strike us as fundamentally intractable

The Comparative Political Economy of Economic Geography

This paper examines how different electoral rules affect the location decisions of firms through the effect on regional policy. The equilibrium location of industry in the economically smaller (larger) region is higher under majoritarian (proportional) elections. The standard prediction in the economic geography literature, that the larger region becomes the core when trade barriers are reduced, no longer holds. The establishment of manufacturing production in the smaller region is increasing in the level of regional integration. As trade is in- creasingly liberalized, the economy features a reversed core-periphery equilibrium. This result holds under both electoral rules. However, firms locate to the smaller region at a relatively higher rate in the case of majoritarian voting, hence, the reversed equilibrium occurs for a relatively lower level of regional integration with majoritarian elections. Empirical evidence shows that the model is consistent with qualitative features of the data, and the results are robust to an instrumental variable strategy that accounts for the potential endogeneity of the electoral rule.Economic Geography; Regional Policy; Electoral Rules