This article seeks to determine whether PT Freeport Indonesia, an operating subsidiary of Freeport-McMoRan Copper and Gold Inc., has acted in environmentally and socially responsible ways in the context of its operations in Papua, Indonesia, and how well it has responded to the legacy left by its less responsible operations from 1973 until the mid-1990s. This objective is achieved by examining the company's impact on the resources and assets with which it comes into contact as part of its operations, as (...) well as through a historical review of the province of Papua and its incorporation into Indonesia, Freeport's entry into Papua, and the company's engagement with international and Indonesian politics. (shrink)

This paper aims to analyse how the discourse of CEO letters and other factors influence community involvement and Social Licence to Operate (SLO) in the mining industry. The analysis is based on qualitative information disclosed in sustainability reports and CEO letters from 32 mining firms. Content analysis was undertaken to obtain data for the study, and then a regression analysis and a multiple correspondence analysis were used to test the hypotheses defined in the study. The results indicate (...) that the CEO discourse influences how a firm expresses the importance of gaining its SLO, the philanthropic activities in which companies become involved and the destinations of the investments in the communities in which they operate. The results also show changes in the discourse between 2011 and 2015, which are, in part, explained by the difficult situation experienced by the sector during this period. The paper contributes to the Corporate Social Responsibility literature by integrating different theories from this field into the SLO framework. The analysis carried out and the results obtained are useful for both CEOs and Sustainability Managers, especially in managing their relationships with the communities where they operate or intend to operate. (shrink)

This study examines the ethical position and behaviour of multinational mining companies regarding hazardous employment and health and safety of employees in the South African mining industry. Mining companies have long had a reputation for being unethical on health and safety issues. Too often there are occurrences of fatal accidents, which bring the ethical behaviour of multinational mining companies into question. The litmus test for the mining companies is to devise benchmark standards that will (...) reduce accidents tremendously at their place of operations. This study addresses this issue by examining measures and regulations set up to check the occurrences of mining accidents in South Africa. It follows that the remedy needs to be fundamental and thoroughgoing. (shrink)

This paper aims to analyse how the discourse of CEO letters and other factors influence community involvement and Social Licence to Operate (SLO) in the mining industry. The analysis is based on qualitative information disclosed in sustainability reports and CEO letters from 32 mining firms. Content analysis was undertaken to obtain data for the study, and then a regression analysis and a multiple correspondence analysis were used to test the hypotheses defined in the study. The results indicate (...) that the CEO discourse influences how a firm expresses the importance of gaining its SLO, the philanthropic activities in which companies become involved and the destinations of the investments in the communities in which they operate. The results also show changes in the discourse between 2011 and 2015, which are, in part, explained by the difficult situation experienced by the sector during this period. The paper contributes to the Corporate Social Responsibility literature by integrating different theories from this field into the SLO framework. The analysis carried out and the results obtained are useful for both CEOs and Sustainability Managers, especially in managing their relationships with the communities where they operate or intend to operate. (shrink)

This paper addresses recent calls to study the role of the state in private regulation. Integrating current scholarship on the state as a catalyst of private regulatory regimes with prior literature on regulatory failure and self-regulation, it identifies and problematizes unsettled assumptions used as a starting point by this growing body of research. The case study traces the evolution of public debates and the interaction of different regulatory initiatives dealing with corporate social responsibility issues in Canada’s mining industry. (...) Findings reveal the conditions under which the state is more likely to encourage firm-level, fragmented initiatives than facilitate and promote industry-wide regulatory strengthening and consolidation. I discuss the need for greater analytical precision regarding the variation in regulatory policy preferences across time and branches of government and the interaction between public and private regulatory initiatives. The conclusion outlines suggested areas for future research as well as the likely outcome of Canada’s current CSR policy framework. (shrink)

This paper presents a feminist analysis of corporate social responsibility in a male-dominated industry within a developing country context. It seeks to raise awareness of the silencing of women’s voices in CSR reports produced by mining companies in Tanzania. Tanzania is one of the poorest countries in Africa, and women are often marginalised in employment and social policy considerations. Drawing on work by Hélène Cixous, a post-structuralist/radical feminist scholar, the paper challenges the masculinity of CSR discourses that have (...) repeatedly masked the voices and concerns of ‘other’ marginalised social groups, notably women. Using interpretative ethnographic case studies, the paper provides much-needed empirical evidence to show how gender imbalances remain prevalent in the Tanzanian mining sector. This evidence draws attention to the dynamics faced by many women working in or living around mining areas in Tanzania. The paper argues that CSR, a discourse enmeshed with the patriarchal logic of the contemporary capitalist system, is entangled with tensions, class conflicts and struggles which need to be unpacked and acknowledged. The paper considers the possibility of policy reforms in order to promote gender balance in the Tanzanian mining sector and create a platform for women’s concerns to be voiced. (shrink)

This paper proposes a state-of-the-art methodology for the analysis of stakeholders and their role and performance related to SMEs in the mining industry in the Chilean region of Coquimbo. The relationships between the actors are studied and prioritized according to their support network position. An individual index for each actor based on their influence on solving problems is provided. The social network analysis was used to know the influence of the actors in the sector through the centrality measures. (...) Furthermore, a methodology to measure stakeholders’ influence based on the multicriteria method analytic network process approach is proposed. Both methods are used to identify the main stakeholders, study their relationships, and identify the most influential actors involved in executing strategies to boost the sector performance. The results show that the network remains cohesive thanks to certain actors, while the links between private actors must be strengthened; likewise, some public actors should assume a more proactive role in dealing with the problems of the sector. (shrink)

This article examines Corporate Social Responsibility (CSR) and mining community development, sustainability and viability. These issues are considered focussing on current and former company-owned mining towns in Namibia. Historically company towns have been a feature of mining activity in Namibia. However, the fate of such towns upon mine closure has been and remains controversial. Declining former mining communities and even ghost mining towns can be found across the country. This article draws upon research undertaken in (...) Namibia and considers these issues with reference to three case study communities. This article examines the complexities which surround decision-making about these communities, and the challenges faced in efforts to encourage their sustainability after mining. In this article, mine company engagements through CSR with the development, sustainability and viability of such communities are also critically discussed. The role, responsibilities, and actions of the state in relation to these communities are furthermore reflected upon. Finally, ways forward for these communities are considered. (shrink)

The South African mining industry is challenged by the need to address a number of legacy issues that promote a “rear view mirror view” of the industry and fan discontent leading to potential policy change. This article considers how this industry can engage more constructively and proactively with its past by outlining the choices for an overarching remedial theory and forms of engagement. After considering how the South African mining industry fared before the country’s (...) Truth and Reconciliation Commission, the article examines recent conflicts in which the legacies of migrant labour and silicosis have been implicated. The article concludes that the past is unlikely to be addressed through a uniform process, and that the industry would do better to be more attentive to the remedial theories and limitations and opportunities inherent in multiple forms of engagement, as these manifest in flashpoints of conflict that invoke legacy issues. (shrink)

ABSTRACTThe concept of ‘vulnerability’ is well established within the realm of research ethics and most ethical guidelines include a section on ‘vulnerable populations’. However, the term ‘vulnerability’, used within a human research context, has received a lot of negative publicity recently and has been described as being simultaneously ‘too broad’ and ‘too narrow’.1 The aim of the paper is to explore the concept of research vulnerability by using a detailed case study – that of mineworkers in post‐apartheid South Africa. In (...) particular, the usefulness of Kipnis’s taxonomy of research vulnerability will be examined.2In recent years the volume of clinical research on human subjects in South Africa has increased significantly. The HIV and TB pandemics have contributed to this increase. These epidemics have impacted negatively on the mining industry; and mining companies have become increasingly interested in research initiatives that address these problems. This case study explores the potential research vulnerability of mineworkers in the context of the South African mining industry and examines measures that can reduce this vulnerability. (shrink)

The concept of ‘vulnerability’ is well established within the realm of research ethics and most ethical guidelines include a section on ‘vulnerable populations’. However, the term ‘vulnerability’, used within a human research context, has received a lot of negative publicity recently and has been described as being simultaneously ‘too broad’ and ‘too narrow’.1 The aim of the paper is to explore the concept of research vulnerability by using a detailed case study – that of mineworkers in post‐apartheid South Africa. In (...) particular, the usefulness of Kipnis’s taxonomy of research vulnerability will be examined.2In recent years the volume of clinical research on human subjects in South Africa has increased significantly. The HIV and TB pandemics have contributed to this increase. These epidemics have impacted negatively on the mining industry; and mining companies have become increasingly interested in research initiatives that address these problems. This case study explores the potential research vulnerability of mineworkers in the context of the South African mining industry and examines measures that can reduce this vulnerability. (shrink)

Mining education was one of the areas of technical savoir transformed during the eighteenth century. Mining academies arose and spread through Europe in the second half of that century. This happened first in the German states and the Austrian dominions, due to the cameralistic system, and soon developed elsewhere through a transfer of the German model to France as well as to other francophone and Spanish-speaking areas . The mining academies may rightly be considered among the prototypes (...) of technical high schools established during the nineteenth century. In the course of exploring some of the details of this development, the present paper aims at suggesting outlines to be followed in pursuing a comparative analysis of special schools for the training of technicians and mining officers . A second aim is to examine more closely the Italian case as a typical example of adaptation, although on a smaller scale, of French and German experiences. This can provide a framework within which to place further microanalyses and case-studies. (shrink)

This paper aims to explore challenges of the Aristotelian friendship (philia) in multicultural society and in the specific industrial and organizational contexts. Data was collected from forty-eight participant interviews with managers and employees of four mining companies in Indonesia with twelve informants from each company, both management and employees. The paper found that the virtue of friendship within the mining companies has several drawbacks when an imbalance of power exists between managers and employees. This paper suggests that to (...) understand virtue of friendship in a multi-ethnic and multicultural context, it is essential to ground the conceptual framework in both Aristotle’s views and specific cultural sensitivities, as only then can the full story be grasped. Thus, this paper contributes to bring insights into an under-explored, complex and, at times, paradoxical context, explaining that Aristotelian virtue ethics encounters cultural aspects and a specific context of human relationships which make challenges for business organizations to be virtuous. More importantly, this paper also paves the path towards further discussions and studies on virtue ethics to set a conceptual framework in both virtue ethics and specific cultural sensitivities for business ethics. Practically, this paper provides a valuable insight for business organizations especially business leaders, human resources (HR) and corporate social responsibility (CSR) practitioners, as it offers practice on how to avoid moral lapses in their day-to-day working relationships inside the organization as well as their relationships with the community. (shrink)

Large mining projects can generate highly inequitable outcomes, with affected communities bearing the burden of social and environmental costs while economic benefits accrue largely to domestic and foreign metropolitan centres. This raises important ethical and social justice issues, as does the finite nature of mineral resources, which can mean that current generations enjoy the benefits of mining while future generations bear the costs of environmental and social impacts that can continue long after mining ends. During recent decades (...) two broad approaches, voluntary industry initiatives and government regulation, have been employed in attempts to achieve a more equitable distribution of mining’s positive and negative effects. Both have serious drawbacks. Industry initiatives are ultimately voluntary and may be abandoned in tough economic times; they can be highly variable across companies and projects; and they suffer from serious compliance issues. Public regulation can be inflexible, is subject to industry capture, and in many major mineral producing nations a ‘retreat from regulation’ is reducing its relevance. This article considers whether, and under what conditions, a third and emergent instrument, community development agreements, can help overcome the shortcomings associated with industry initiatives and public regulation. It argues that CDAs have considerable potential in this regard, but that communities can encounter significant practical challenges in their negotiation and implementation. In addition, disparities in negotiation power between communities and project developers can result in inequitable agreements, indicating a continued need for government involvement to create a more level ‘negotiation terrain’. (shrink)

L’ingénieur civil est au cœur du processus d’innovation durant le xixe siècle. Ainsi, au fil du siècle, naissent des sociétés qui ambitionnent de construire et de promouvoir le savoir de ces ingénieurs d’industrie. La Société de l’industrie minérale souhaite dès sa création en 1854, participer à l’édification et à la diffusion de ce savoir. Son objectif prioritaire est de publier un bulletin dans lequel les ingénieurs civils travaillant pour les mines, la métallurgie et la construction mécanique exposent leurs recherches. Il (...) s’agit de publier des analyses issues des expérimentations effectuées au sein du monde industriel. Les contributeurs du Bulletin de la Société de l’industrie minérale sont donc de véritables expérimentateurs agissant au sein d’un collectif de recherche dirigé par la « minérale » et sa revue. (shrink)

The design and development of appropriate regulatory mechanisms have attracted renewed attention in recent years. In particular, a shift towards voluntary self-regulatory mechanisms has been witnessed within many industries, such as the Australian mining and petroleum industries which have developed voluntary codes of conduct. This paper analyses the development of different regulatory forms and provides a brief comparative analysis of the two main voluntary codes of conduct used by the Australian mining and petroleum industries. In particular, the study (...) focuses on the integration of social sustainability elements within these frameworks that help contribute to solving issues such as coverage of human rights, approaches to employee and community relations, systems of stakeholder engagement, community consultation and public reporting. The study concludes that stakeholders have an important role to play in driving the introduction of voluntary regulation. This phenomenon can be traced back to how a company’s need to maintain its legitimacy, or social licence to operate, often motivates it to go beyond compliance. By providing a fuller understanding of factors driving the evolution of different regulatory mechanisms, this study has important implications for policy makers and practitioners interested in developing effective regulation. (shrink)

The insight that scientific theories are “practice-laden” has animated scholarship in the history of science for nearly three decades. This article examines a style of geographical thought that was, I argue, movement-laden. The thought-style in question has been described as a “vertical consciousness that engulfed science in the early nineteenth century,” and is closely associated with the geographical vision of Alexander von Humboldt (1769–1859). Humboldt’s science spanned nature’s horizontal and vertical axes, from Saxon mines to Andean summits, and from the (...) currents of the ocean to those of the aerial ocean. In probing the origins of Humboldt’s vertical thinking, this article opens up a broader history about the industrial practices and travel cultures that originally animated it. Humboldt’s “global physics” first emerged within a context of vertical travel, up mountains and into mines and caverns. Rhythms of the body—lethal for some, “sublime” for others—became rhythms of the mind. A view of nature as set of vertically complementary spaces rippled through mining culture, Romantic art, and the geographical sciences. To trace the earliest routes of Humboldt’s science is to acknowledge the many actors—some celebrated, most unsung—who took part in the making of a vertical consciousness. (shrink)

The transformation in the structure of the world mining industry over the last decade has opened up enormous new regions for mineral exploration and development by transnational mining companies in countries in the South. This new access has inevitably brought mining companies into conflict with local communities. With the involvement of transnational advocacy networks and new global publics, these conflicts have prompted a growing transnational debate on the principles that ought to govern mining and community (...) relationships. One effort to provide guidance on this question comes from the World Bank's Operational Directive 4.30 on Involuntary Resettlement. This paper examines the regulatory impact of this policy upon relationships between mining companies and communities, as well as its "legitimation effect" in providing standards which, once met, can serve to certify a degree of responsible behaviour on the part of the company. The analysis of the effects of the directive is taken up in the form a case study involving a transnational mining company operating in the Andes of Peru and the local communities impacted by its land acquisition project. (shrink)

This paper considers the environmental justice issues presented by the proposed open-pit lithium mine in Thacker Pass, Nevada (Peehee mm’huh). Unlike the environmental destruction wrought from fossil fuel extraction, lithium is used to create lithium-ion batteries for storing and using electricity from “green energy” sources. Can the potential reduction in carbon emissions resulting from the lithium mined morally and politically justify the destruction of the Pass’s sagebrush sea – a critical wildlife habitat and sacred land to the People of Red (...) Mountain? Justice issues of this kind (e.g., clashes between the “renewable energy” industry and indigenous rights) are likely to become more prevalent as the industrial economy transitions from fossil fuels to vastly more spatially extensive forms of energy production (e.g., wind and solar farms, hydroelectric dams, and biofuels). I consider the case through the concept of ecocide and explore how liberal political respect for eco-relational pluralism offers grounds on which ecocide ought to be prohibited in a fair and just society. The goal of this paper is to ensure that states, in the pursuit of environmental justice, proceed in a manner aligned with their commitment to liberalism, by refraining from prioritizing economic growth and development at the expense of other reasonable conceptions of the good. (shrink)

This paper explores the origins of the analytical definition of simple substance, a concept whose central importance in the new chemistry of Lavoisier and his colleagues is now widely recognized. I argue that this notion derived from the practical activities of metallurgists and mineral assayers, and that the theoretical elaboration necessary for the analytical concept to be understood as relevant to chemistry was inspired by the efforts of enlightened rulers in Sweden and Germany to turn chemical science to the benefit (...) of mining—and thus of the various state treasuries. The involvement of chemically-literate mineralogists in the mining industry led them to adopt the principle that analytically-determined composition was a far more essential aspect of minerals than any mere congeries of properties. The same men who pioneered the analytical notion of simple substance also inaugurated the attempt to define a nomenclature for chemistry based exclusively on composition, as determined in the laboratory. -/- . (shrink)

Michael Faraday’s laboratory experiments have dominated traditional histories of the electrical sciences in 1820s and 1830s Britain. However, as this article demonstrates, in the mining region of Cornwall, Robert Were Fox fashioned a very different approach to the study of electromagnetic phenomena. Here, it was the mine that provided the foremost site of scientific experimentation, with Fox employing these underground locations to measure the Earth’s heat and make claims over the existence of subterranean electrical currents. Yet securing philosophical claims (...) cultivated in mines proved challenging for Fox, with metropolitan audiences, including Faraday, loath to give credit to the results of these underground experiments. This article explores how Fox developed a way of modeling his mine experiments, using clay samples, to communicate knowledge from industrial Cornwall to urban centers of elite science. It argues that the mine was an epistemologically complex venue of scientific activity, at once seeming to provide a way of examining nature directly, without recourse to laboratory contrivance, while simultaneously being a place where knowledge claims were hard to verify without access to these physically challenging locations. In exploring Fox’s work, this study contributes to a growing literature of spatial investigation that takes the vertical as its unit of analysis. (shrink)

In the mining industry, smart surveying and exploration operations for the minerals are essential during mining missions. Usually, these missions are performed in remote areas that do not have a wireless communications infrastructure. This paper proposes to use the unmanned aerial vehicle as a relay communication node between the exploration team and the ground control station. UAV can act as a relay node to provide mobile, flexible, and reliable communication links in remote environments and complex topologies. In (...) this work, the pathloss models in millimeter-wave technology are considered because they provide massive data rates for line of sight scenarios. The optimization problem of identifying a 3D location and trajectory of the UAV relay node is formulated to maximize the total team members’ data rate. Because the problem is non-convex, the particle swarm optimization algorithm is used to solve it and determine an efficient location and trajectory of the UAV. (shrink)

In order to solve the problems of high investment and low box office losses in the film industry, this study analyzes the topic of film box office and film and television reviews based on social network big data. Firstly, the factors that affect the box office of the movie are analyzed. Secondly, continuous and discrete feature parts, text parts, and fusion parts are merged. The box office prediction model of mixed features using deep learning is established, and the movie (...) box office is predicted. Finally, compared with other algorithms and models, the box office prediction model of mixed features using deep learning is verified. The results show that compared with other models, the prediction accuracy of the mixed feature movie box office prediction model using depthwise separable convolution -Transformer is higher than that of other algorithm models. Its optimal mean square error value is 0.6549, and the optimal mean absolute error value is 0.1706. The constructed model predicts the box office of nine movies, and the error between the predicted value and the true value is about 10%. Therefore, the established movie box office prediction model has a good effect. This study can predict movies’ box office to reduce investment risk, so it is of great significance to movie investors and the social economy. (shrink)

Sustainability reporting has become a well-entrenched practice in the mining sector. Failure to adequately live up to societal expectations is now considered a significant threat to the viability of the industry. There is general agreement that broad endorsement of standards for nonfinancial disclosure supports mining companies to improve their image, while conflicts persist. Because sustainability reports “speak” on behalf of sustainably operating organizations and may create socio-political effects, we explore the symbolic nature of SR. We conceive of (...) SR as a performative practice to research how it interferes with the world that it seeks to represent. Our case study research suggests that conformity with global templates is not an end in itself but might create below-compliance effects if a common interest in mining is developed in local arenas that avoids clarification of impacts and maintains ambiguity over responsibility. (shrink)

In July 2008, Pacific Rim Mining, a socially responsive Canadian gold mining Multinational Corporation (MNC) with $77 million invested in El Salvador, experienced a 30% decline in stock price when it suspended exploration drilling for gold there. In April 2009, the company filed a lawsuit against the government of El Salvador through Central American Free Trade Agreement to recover its investments plus damages. This corporate failure is explored based on: (1) four globalization economic development models, (2) the social, (...) political, and economic history of El Salvador, (3) the El Salvador gold mining industry, and (4) social movement reactions to international mining companies. MNCs must carefully engage "Social Justice" Nongovernment Organizations when pursuing economic development projects to ensure a nation's successful integration into the global economy. (shrink)

This article examines the conceptualisation of corporate social responsibility (CSR) in the context of mining multinationals (MNCs) in Argentina. It explores the suitability of CSR for addressing social, environmental and economic issues associated with mining in the country. The study is based on interviews with four stakeholder groups in the country: government, civil society, international financial organisations, and mining industry. These are analysed using content and interpretative techniques and supplemented by the content analysis of secondary data (...) from headquarters of mining MNCs. Using the concept of corporate social responsibility orientation (CSRO), the study contrasts the perceptions of major stakeholders and examines adaptation of mining companies’ CSRO to local context. It reveals that the CSRO of mining managers in Argentina differs from CSRO developed by global headquarters; and in Argentina companies “negotiate” economic, environmental and legal dimensions of CSR with the government. Although companies “negotiate” philanthropic responsibilities with the communities, ethical responsibilities are defined by the headquarters and not negotiated locally. The analysis suggests that environmental duties are the critical element of CSR in the mining sector in Argentina. This study treats environment as a separate dimension of corporate responsibility defined as to do “what is safe for the environment”. (shrink)

The great photographers of industrial landscapes offer a stunning retrospective of their most compelling work, featuring coal mines, iron ore mines, steel mills, power stations with cooling towers, lime kilns, and grain elevators, among other subjects.

In this paper, we argue that antecedents of modern corporate social responsibility prior to the Industrial Revolution can be referred to as “proto-CSR” to describe a practice that influenced modern CSR, but which is different from its modern counterparts in form and structure. We develop our argument with the history of miners’ guilds in medieval Germany—religious fraternities and secular mutual aid societies. Based on historical data collected by historians and archeologists, we reconstruct a long-term process of pragmatic experimentation with institutions (...) of mutual aid that address social problems in the early mining industry, and thus before the rise of the modern state and the capitalist firm. Co-shaped by economic and political actors, these institutions of mutual aid have influenced the social responsibility programs of early industrialists, modern social welfare legislation, and contemporary CSR. We conjecture that other elements of proto-CSR might have evolved according to similar trajectories. (shrink)

In coal mining industry, the running state of mine ventilators plays an extremely significant role for the safe and reliable operation of various industrial productions. To guarantee the better reliability, safety, and economy of mine ventilators, in view of early detection and effective fault diagnosis of mechanical faults which could prevent unscheduled downtime and minimize maintenance fees, it is imperative to construct some viable mathematical models for mine ventilator fault diagnosis. In this article, we plan to establish a (...) data-based mine ventilator fault diagnosis method to handle situations where engineers are absent or they are incapable of coming to a conclusion from multisource data. In the process of building the mine ventilator fault diagnosis model, considering that probabilistic rough sets could reduce the errors triggered by incompleteness, inconsistency, and inaccuracy without needing any additional assumptions and Pythagorean fuzzy multigranulation rough sets over the two universes’ model could effectively handle data representation, fusion, and analysis issues, we generalize the existing PF MGRSs over the two universes’ model to the PRS setting, as well as to further establish a novel model named Pythagorean fuzzy multigranulation probabilistic rough sets over two universes. In the granular computing paradigm, three types of PF MG-PRSs over two universes based on the risk attitude of engineers are proposed at first. Afterwards, several basic propositions of the newly proposed model are explored. Moreover, a PF multigranulation probabilistic model for mine ventilator fault diagnosis based on PF MG-PRSs over two universes is investigated. At last, a real-world case study of dealing with a mine ventilator fault diagnosis problem is given to illustrate the practicality of the presented model, and a validity test, a sensitivity analysis, and a comparison analysis are further explored to demonstrate the effectiveness of the presented model. (shrink)

Financial risks are among the most important risks in the construction industry projects, which significantly impact project objectives, including project cost. Besides, financial risks have many interactions with each other and project parameters, which must be taken into account to analyze risks correctly. In addition, a source of financial risks in a project is the contract, which is the most important project document. Identifying terms related to financial risks in a contract and considering their effects on the risk management (...) process is an essential issue that has been neglected. Hence, an integrated model for evaluating financial risks and their related contractual clauses were presented. To this end, the effect of financial risks on the project cost was simulated using a system dynamics model. Moreover, terms related to financial risks in a contract text were identified and extracted using text mining, and their effect was included in the system dynamics model. The model was implemented in a hospital construction project in Tehran as a case study, and its results were analyzed. The innovation of the research is integrating text mining and the system dynamics model to investigate the effect of financial risks and related contractual clauses on the project cost. (shrink)

High vocation education is an important foundation for China to cultivate high teaching quality and technical and skilled talents. In the new era, the acceleration of the development of modern vocational education is put in a more prominent position. It is proposed that we should adhere to moral education, closely combine this with the needs of technological change and industrial upgrading, constantly improve the quality of high vocational education teaching, and cultivate more technical and skilled talents with both political integrity (...) and ability for modernization construction. Under the background of social informatization, using artificial intelligent technology to solve these problems can play an important role for improving the teaching quality of high vocational education. This paper proposed a data mining approach in promoting student satisfaction with the teaching quality of high vocational education. We design a questionnaire for Students’ satisfaction with the teaching quality of basic entrepreneurship curriculum. We take the survey data of vocation education as an example and use mining technology analysis software to understand the current status of the teaching quality of basic entrepreneurship curriculum. The results determine the main factors affecting Students’ satisfaction with teaching quality. The results of this paper can be used in student management, education strategy, student education satisfaction, and teaching quality in high vocation college education, and to improve the teaching quality of fundamentals of entrepreneurship curriculum in high vocation education. (shrink)

Stakeholder theories propose that managers are responsible not only for maximizing shareholder value, but also for taking into account the well being of other parties affected by corporate decisions. While the language of stakeholder theory has been taken up in industries like mining, controversy remains. Disagreements arise not only about the apportionment of costs and benefits among stakeholders, but about who counts as a stakeholder and about how "costs" and "benefits" are to be conceived. This paper investigates these questions (...) empirically by examining how managers in one mining company talk about corporate responsibilities and by analysing the explicit and implicit values systems and moral logics which inform this talk. The investigations discovered that while some claims by stakeholder groups were readily accommodated by managers, others were not. Analysis of the value frameworks employed by the mangers confirms the views of leading stakeholder theorists that stakeholder theory is grounded in the realities of management practice and behaviour. (shrink)

Alarm management is an important task to ensure the safety of industrial process technologies. A well-designed alarm system can reduce the workload of operators parallel with the support of the production, which is in line with the approach of Industry 5.0. Using Process Mining tools to explore the operator-related event scenarios requires a goal-oriented log file format that contains the start and the end of the alarms along with the triggered operator actions. The key contribution of the work (...) is that a method is presented that transforms the historical event data of control systems into goal-oriented log files used as inputs of process mining algorithms. The applicability of the proposed process mining-based method is presented concerning the analysis of a hydrofluoric acid alkylation plant. The detailed application examples illustrate how the extracted process models can be interpreted and utilized. The results confirm that applying the tools of process mining in alarm management requires a goal-oriented log-file design. (shrink)

In recent years, with the development of construction industry, more scientific, systematic, fast, and intelligent calculation methods are needed to coordinate urban development and fierce market competition, and mathematical algorithm library plays an important role in artificial intelligence. Therefore, the author uses computer mathematical algorithm and extension theory to study and analyze the residential building design and intelligent data mining. It is found that the research of the computer-aided expression method of extension building planning is mainly the expression (...) of the input and output system of extension building planning. It includes knowledge representation, system outline design, system flow, and interface expression based on the mathematical database. (shrink)

Summary This essay examines the first 30 years of the US Bureau of Mines' synthetic fuel programme during which time Arno C. Fieldner (1881–1966), the Bureau's chief chemist in Washington, DC, established the direction of its fuel research. Fieldner was a world-renowned authority on coal combustion, whose technological style of coal research emphasized the potential applications of the research. He was a keen observer of international developments in coal research and made their study an essential and important part of the (...) Bureau's synthetic liquid fuel programme. International developments, particularly Germany's coal-to-oil or synthetic liquid fuel industry, continued to interest the Bureau during the 1930s–1940s, and, after the Second World War, seven German synthetic fuel scientists came to the USA under Project Paperclip to assist in the construction and operation of the Bureau's coal hydrogenation (liquefaction) and Fischer-Tropsch demonstration plants in Louisiana, Missouri. The two plants were the centrepiece of the Bureau's $87·6 million post-war synthetic fuel programme. During their period of operation from 1949 to 1953 the plants successfully converted American coals to synthetic fuel, and although they were much more efficient than the older German plants, the economics of the conversion became a matter of considerable debate. The Bureau accomplished its objective, however. It had demonstrated the technological feasibility of converting domestic coals to petroleum-like liquids, but the newly elected congress, showing little interest in continuing the programme, ended its financial support and permanently shut down the Missouri operation in 1953. (shrink)

This research engages with the problem of company-community conflict in mining. The inequitable distributions of risks, impacts, and benefits are key drivers of resource conflicts and are likely to remain at the forefront of mining-related research and advocacy. Procedural and interactional forms of justice therefore lie at the very heart of some of the real and ongoing challenges in mining, including: intractable local-level conflict; emerging global norms and performance standards; and ever-increasing expectations for the industry to (...) translate high-level corporate social responsibility policy into on-the-ground practice. This research focuses on the "process" aspects of resource conflicts through an examination of existing grievance-handling procedures at six mining operations where company-community conflict was present. In their current form, and on their own, the six mechanisms were found to be insufficient in their capacity to advance justice. The authors argue that if the overall objective of global norms is that companies construct and perform grievance handling in ways that strongly preference just practices, then "mechanisms-inpractice" must be better understood and constructively critiqued along all justice dimensions. (shrink)

Over the last one hundred and fifty years, the extraction and processing of non-renewable resources has provided the basis for the three industrial revolutions that have led to the modern economies of the developed world. In the process, the nature of resource extraction firms has also changed dramatically, from small-scale operations exploiting easily accessible deposits to large, vertically integrated, capital intensive transnational corporations characterized by oligopolistic competition. In the last ten to fifteen years, coinciding with processes of economic globalization, another (...) major change has been occurring as resource extraction industries have been shifting their operations from developed to developing countries. This shift has greatly impacted the populations of these countries and raises a variety of ethical issues. This article investigates the nature of these changes and the ethical issues that arise, focusing in particular on the development impact of the activities of these industries and the potential adequacy of different policy approaches to regulating them. (shrink)

Hypertension is a common disease in highly industrialized societies, more often perceived as a health problem in adults rather than children. However, epidemiologists are currently paying more attention to the possibility of idiopathic hypertension during childhood. This article compares three classification models (logistic regression, classification trees and MARSplines) in order to determine the best classification model and distinguish the parameters that are most important in the detection of abnormal blood pressure in children. The study group consisted of 1,378 children aged (...) between 7 and 18. After making comparisons between the methods, it was determined that MARSplines is the model that best assigns subjects to classes and can be an alternative in cases when traditional statistical methods cannot be used due to a lack of fulfillment of conditions. For prediction of abnormal blood pressure in this age group, the most important parameters were the heart rate and selected indicators of body proportions. (shrink)

Since the early 1990s, the extractive industries have increasingly valued corporate social responsibility in the communities where they operate. More recently, these industries have begun to recognize the importance of adapting CSR efforts to unique local contexts rather than applying a one-size-fits-all model. However, firms understand local context to mean culture and treat the physical properties of the host region—topography, geology, hydrology, and climate—as the exclusive purview of mineral geologists and engineers. In this article, we examine the organization of CSR (...) at two industrial-scale gold mines in Guatemala, owned by the same firm, which yielded starkly distinct levels of support among host community residents. We develop the idea of social terrain to convey the way in which the biophysical environment informs local social relations and imbues phenomena with particular social meanings. We argue that firms must account for social terrain in organizing for CSR. The literature struggles to provide guidelines for identifying and understanding stakeholders. Social terrain, we argue, can begin to bridge this gap between theory and practice. (shrink)

This research engages with the problem of company–community conflict in mining. The inequitable distributions of risks, impacts, and benefits are key drivers of resource conflicts and are likely to remain at the forefront of mining-related research and advocacy. Procedural and interactional forms of justice therefore lie at the very heart of some of the real and ongoing challenges in mining, including: intractable local-level conflict; emerging global norms and performance standards; and ever-increasing expectations for the industry to (...) translate high-level corporate social responsibility policy into on-the-ground practice. This research focuses on the “process” aspects of resource conflicts through an examination of existing grievance-handling procedures at six mining operations where company–community conflict was present. In their current form, and on their own, the six mechanisms were found to be insufficient in their capacity to advance justice. The authors argue that if the overall objective of global norms is that companies construct and perform grievance handling in ways that strongly preference just practices, then “mechanisms-in-practice” must be better understood and constructively critiqued along all justice dimensions. (shrink)

A fierce debate ensued after the announcement in 1913 in the U.S.A. that all rights and ownership of radium-bearing ores found on public land would be reserved by the government. At stake was the State monopolization of radium that pitted powerful industrialists with radium claims, mainly in the Colorado area, against the Bureau of Mines and prestigious physicians who wished to reserve radium for medical uses. This article describes the strategies of one of the biggest U.S. radium industries that dominated (...) the radium market, created huge customer bases, and legitimized their role within the scientific community. In contrast to the European “radium situation,” radium extraction, production, and marketing in the United States was controlled by the industry; and industrial in-house research was clearly separate from that done in academic circles. The production of knowledge was ready-made in the factory and was entangled with commercial orders and advertising patterns. (shrink)

The study uncovers the drama of Stei Baita (Romania), a former uranium mine, which experienced during the communism period, an intensive industrialization. This shaped the territorial pattern, cultural, economic and social relationships, with a tremendous impact on the quality of the environment which was sacrificed against a rapid of a so-called economic growth. Stei Baita is a classic example of legacy mine land and the authors aim is to capture and assess all important aspects of sustainable development within this study-case (...) of disadvantaged community living in a radon prone area. More specifically, authors introduce their responses to several questions: (1) What do we know about social, economic and environmental capital of the selected settlement?; (2) Is the legacy of a uranium mine the platform of debate for negotiating for sustainable development?; and (3) What is the role of ethics in the current context of Stei Baita? Within the framework of analysis, equity, seen as part of ethics, is valued both as the premise of the debate and mandatory requirement for human development that should target sustainability. Authors have not discussed truths, but positions on identified problems by investigating community members’ perceptions. Thus, peculiarities of this community are dealt within a thematic context (e.g., resources and environment, individual development, social system). Finally, ethics is valued as social construct built by negotiating interpretations of morally desirable situations and behaviors accepted in a particular society at a certain historical moment. This view is consistent with ethical relativism which denies the existence of a unique moral truth and which sets the understanding of Stei Baita context on the path of the “new ethics”. The “new ethics” depicts the world in nuances, allowing society to surpass obstacles to the progress of understanding. (shrink)