Modern webpages consist of many rich objects dynamically produced by servers and client terminals at diverse locations, so we face an increase in web response time. To reduce the time, edge computing, in which dynamic objects are generated and delivered from edge nodes, is effective. For ISPs and CDN providers, it is desirable to estimate the effect of reducing the web response time when introducing edge computing. Therefore, in this paper, we derive a simple formula that estimates the lower bound (...) of the reduction of the response time by modeling flows obtaining objects of webpages. We investigate the effect of edge computing in each webpage category, e.g., News and Sports, using data measured by browsing about 1,000 popular webpages from 12 locations in the world on PlanetLab. (shrink)

Güvenilirci (reliabilist) bilgi teorisi, çağdaş epistemik gerekçelendirme kuramları içerisinde, dışsalcı (externalist) kuramın bir türü olarak kendisine yer bulmaktadır. Kısaca, bir inancı gerekçelendiren şeyin o inancın oluşturulduğu sürecin güvenilirliği olduğunu öne süren bu yaklaşım, bu bilişsel süreçleri özne dışı unsurlara bağladığı içinde dışsalcı bir pozisyonda yer almaktadır. Bu bilgi teorisinin tam karşı konumunda yer alan içselci (internalist) bilgi teorisi ise, özne merkezli bir yaklaşımla, doğru inancı gerekçelendirecek yöntemin, kişinin kendi zihinsel yapısından yola çıkarak, belli kognitif süreçler sonucunda ulaşılabileceğini öne sürmektedir. Epistemik (...) gerekçelendirme kuramları içerisinde birçok tartışmada kendisine yer bulan bu iki bilgi teorisi, kendi içerisinde de birçok farklı kurama kapı aralamıştır. Burada içselci bilgi teorisinden ortaya çıkan erişim içselciliği, farkındalık içselciliği gibi kuramları ve dışsalcı bilgi teorisinden ortaya çıkan süreç güvenilirciliği, gösterge güvenilirciliği ve erdem güvenilirciliği gibi farklı türden kuramları örnek olarak verebiliriz. Öte yandan çağdaş epistemolojideki bu tartışmalar, dini epistemoloji içerisinde de kendisine yer bulmuştur. Özellikle Alvin Plantinga, kendi dini epistemolojisi içerisinde dışsalcı bir tutum sergilemiş ve son dönem çalışmaları içerisinde de güvenilirci bir anlayışla Tanrı inancının epistemik mahiyetini ortaya koymaya çalışmıştır. Bu makalede öncelikle dışsalclık ve onun bir türü olan güvenilirci bilgi anlayışını ve bu kuramlara getirilen eleştirileri ele almaya çalışacağız, daha sonra A. Plantinga’nın son dönem dini epistemolojisinin de yönünü belirleyen güvence (warrant) kavramını açıklayıp, bu kavramın bütün teist dinlere uygulanabilirliğini sorgulayacağız. (shrink)

“Doğal din” terimi, bazen doğanın kendisinin ilahi olduğu bir panteistik doktrine atıfta bulunur. “Doğal teoloji” terimi ise aksine, başlangıçta gözlemlenen doğal gerçekler temelinde (ve bazen) Tanrı’nın varlığını savunmaya yönelik projeye atıfta bulunur. Bununla birlikte çağdaş felsefede, hem “doğal din” hem de “doğal teoloji” genel olarak, dinî veya teolojik konuları araştırmak için insana, “doğal” olan bilişsel yetilerini – akıl, algı, içgözlem- kullanma projesini ifade eder. Doğal din veya teoloji, mevcut anlayış üzerine, doğayla ilgili ampirik araştırmalarla sınırlı olmamakla birlikte ayrıca panteistik bir (...) sonuçla da bağlantılı değildir. Bununla birlikte o, özel doğal olmayan yetilere (ESP, telepati, mistik deneyim) veya doğaüstü bilgi kaynaklarına (kutsal metinler, vahiy teolojisi, inanç otoriteleri, doğrudan doğaüstü iletişim) hitap etmekten kaçınır. Genel olarak, doğal din veya teoloji (bundan böyle “doğal teoloji” olarak anılacaktır), diğer felsefi ve bilimsel girişimlerle aynı rasyonel inceleme standartlarına uymayı amaçlamaktadır ve aynı değerlendirme ve eleştiri yöntemlerine tabidir. (shrink)

The paper examines the evolution of modernity concepts starting from the Renaissance to the present day, emphasizing the impact on architecture and urbanism. During the period of the Renaissance and the Enlightenment, people framed an evolutionary notion of history and the concept of the modern associated with the contemporary, the new, and the fleeting emerged. This period connected modernity with the idea of relativity of truth as opposed to the absolute truth of the Middle Ages. In the 18th and 19th (...) centuries, modernity clashed with tradition. This led to economic and political modernization. It also influenced artistic movements and cultural trends. The Industrial Revolution epitomized this period. It was driven by scientific and technological advancements. The paper discusses the objective and subjective perspectives of modernity, highlighting its dual nature in socioeconomic processes and personal experiences. Key thinkers like Habermas Weber and Baudelaire provide frameworks for understanding modernity's developments in science, art, and morality. The avant-garde movements influenced by Bauhaus, emphasized functionality. They also focused on rationality in architecture. However, critiques emerged, advocating the concept of unitary urbanism. This vision includes adaptable living spaces. It promotes an ever-changing urban environment, as exemplified by Constant's New Babylon. The Adorno's aesthetic theory criticized the industry's commodification of art and emphasizes art's utopian potential. Adorno's concept of mimesis and his critique of rationality and instrumental reason are explored reflecting the paradoxical nature of modernity. Finally, the paper contrasts the views of architects like Mies van der Rohe, Norberg-Schulz, and Eisenman. It concludes by reflecting on architecture's ongoing interaction with modernity. It emphasizes a balance between innovation tradition and the dynamic nature of human experience and social development. (shrink)

We provide an analysis of the public's having warranted epistemic trust in science, that is, the conditions under which the public may be said to have well-placed trust in the scientists as providers of information. We distinguish between basic and enhanced epistemic trust in science and provide necessary conditions for both. We then present the controversy regarding the connection between autism and measles–mumps–rubella vaccination as a case study to illustrate our analysis. The realization of warranted epistemic public trust in science (...) requires various societal conditions, which we briefly introduce in the concluding section. (shrink)

Hristiyan inancı içerisinde merkezi konuma sahip olan mevzulardan birisi de, İsa’nın ölümünden üç gün sonra diriltildiğine yönelik olan inançtır. Hristiyan eskatolojisinin de dayanak noktasını oluşturan bu mevzu, dinler tarihi ya da teoloji gibi disiplinlerin içerisinde tartışıldığı gibi, çeşitli Hristiyan düşünürlerce, din felsefesi disiplini içerisinde de tartışılmıştır. Din felsefesi açısından bakıldığında, konunun merkezi konumda olması, bu mevzunun rasyonel bir zeminde tartışılıp tartışılamayacağını da beraberinde getirmektedir. Bu bağlamda, özellikle din felsefesi içerisinde birçok Hristiyan düşünür tarafından konu ele alınmış ve farklı çevrelerce de (...) mevzuya yönelik karşı itirazlar dile getirilmiştir. Bu noktada yapılan tartışmaların içeriğine baktığımızda, mucize kavramı önem taşımakla birlikte, Hristiyan düşünürlerin argüman haline getirdikleri ve bir delil olarak öne sürdükleri “Boş mezar” ve “Tanıklıklar gibi birçok farklı husususun din felsefesi açısından tartışıldığını söyleyebiliriz. Ayrıca bazı ateist düşünürlerin bu delillere yönelik itirazları olmakla birlikte, bazı Hristiyan tarihçilerinde konuya ilişkin ciddi itirazları bulunmaktadır. Biz de bu makalemizde, İsa’nın ölümünden sonra dirilişinin rasyonel bir şekilde izahının nasıl olabileceği sorusunu merkeze alıp, konuyu Hristiyan düşünürlerin bakış açısından değerlendirmeye çalıştık. Bu noktada İslam gibi farklı dinlerde ve farklı anlatılarda karşımıza çıkan Hz. İsa figürünü konumuzun dışında tuttuğumuzu ayrıca belirtelim. Çünkü bizim yazımızın konusunu oluşturan kişi Hristiyan inancındaki İsa ve bu din içerisinde önem taşıyan kutsal metinler ve bu metinlerde geçen anlatılar oldu. Bu açıdan bakıldığında yazımız içerisinde, konuya ilişkin doğrudan bir teoloji ya da dinler tarihi çerçevesinde değerlendirme yapmaktan çok, din felsefesi içerisinde bize sunulan tartışmalardan yola çıkarak eleştirilerimizi ve tahlillerimizi dile getirmeye çalıştığımızı ifade edebiliriz. (shrink)

Epistemolojik olarak bilgiye başvuran ve bilme faaliyetinde bulunan insanın, Kur’an’da önemli bir yeri vardır. Buradaki bilme faaliyetini, salt teolojik bir buyruk olarak, yani Allah’ı bilmek olarak değil, doğru bilgi ile yanlış bilgi arasında hem teorik hem de ahlaki bir farklılık olarak anlamak ve Kur’an'da insana epistemik özellikler atfedildiğini ve böylece insanın epistemik başarılarından dolayı övüldüğünü söyleyebilmek mümkündür. Bu açıdan bakıldığında herhangi bir önermeye yönelik olarak rasyonel bir tutum benimseyen, yani bilen özne ile bu faaliyette isteyerek ve istemeyerek giren kişinin durumu (...) arasında bir fark olduğu açıktır. Doğrusu bu farkın epistemik önceliği kadar, ahlaki önceliği de dikkate değerdir. Nitekim buradaki ahlaki üstünlük, doğru bilgiyi hedefleme ve ona ulaşma noktasında ortaya çıkan erdemdir. Doğru bilgiye ulaşmanın entelektüel bir erdem olduğu düşünüldüğünde, Kur’an’ın Erdem epistemolojisi üzerinden değerlendirilmesi bu noktada önemlidir. Doğrusu erdemli bir bilişsel faaliyet, Kur'an’da açık bir şekilde ana fikir olarak ortaya konulur ve buna göre cehaletten kaçınmak ve doğru bilgiye ulaşmak için erdemli bir çaba göstermek önem taşır. Kur’an’daki ifadeleri bilgeliğe ulaşmak olarak anlayacak olursak, asıl hedef; bilgi ve anlayışımızın, entelektüel ve ahlaki vicdanımızı veya takvamızı güçlendirmesi için kullanılabileceği söylenilebilir ve bu inanç, erdem epistemolojisine dayalı bir yaklaşım içerisinde şekillendirilebilir. (shrink)

In this article, we develop a new approach to integrating philosophical phenomenology with qualitative research. The approach uses phenomenology’s concepts, namely existentials, rather than methods such as the epoché or reductions. We here introduce the approach to both philosophers and qualitative researchers, as we believe that these studies are best conducted through interdisciplinary collaboration. In section 1, we review the debate over phenomenology’s role in qualitative research and argue that qualitative theorists have not taken full advantage of what philosophical phenomenology (...) has to offer, thus motivating the need for new approaches. In section 2, we introduce our alternative approach, which we call Phenomenologically Grounded Qualitative Research (PGQR). Drawing parallels with phenomenology’s applications in the cognitive sciences, we explain how phenomenological grounding can be used to conceptually front-load a qualitative study, establishing an explicit focus on one or more structures of human existence, or of our being in the world. In section 3, we illustrate this approach with an example of a qualitative study carried out by one of the authors: a study of the existential impact of early parental bereavement. In section 4, we clarify the kind of knowledge that phenomenologically grounded studies generate and how it may be integrated with existing approaches. (shrink)

Abstract: The integration of Artificial Intelligence (AI) into medical imaging represents a transformative shift in healthcare, offering significant improvements in diagnostic accuracy, efficiency, and patient outcomes. This paper explores the application of AI technologies in the analysis of medical images, focusing on techniques such as convolutional neural networks (CNNs) and deep learning models. We discuss how these technologies are applied to various imaging modalities, including X-rays, MRIs, and CT scans, to enhance disease detection, image segmentation, and diagnostic support. Additionally, the (...) paper addresses the challenges faced in AI-driven medical imaging, including data quality, model interpretability, and ethical considerations. By examining recent advancements and real-world case studies, this paper provides insights into the current state of AI in medical imaging and its potential future directions. The findings highlight the ongoing evolution of AI technologies and their crucial role in advancing medical diagnostics and treatment strategies. (shrink)

“1950’li yıllarda dönemin büyük felsefecileri arasında dinsel inancı savunan bir kişi bile yoktu. 1990’lı yıllarda Yale’den UCLA’ya, Oxford’dan Heidelberg’e kadar birçok yerde insanın manevi yanını savunan ve geliştiren yüzlerce kitap yazılacak, sel olup akacaktı. Aradaki 40 yıllık süre zarfındaysa sadece ve sadece Alvin Plantinga vardı.” Kelly James Clark Tanrı’nın veya tanrıların varlığı sorusu felsefenin ezeli sorularından biri olagelmişse de Nietzsche’nin Tanrı’nın ölümünü ilan ettiği günden bu yana onu doğrularcasına yaşanan acılar, savaşlar, kötülükler bu konudaki tartışmaların sesini uzun süre bastırdı. Ama (...) özellikle yüzyılın ikinci yarısından sonra palazlanan analitik felsefede meydana gelen “metafiziğe dönüş”, dine yakınlık duyan, en azından dinle ilgilenen filozofların tekrar Yahudi-Hıristiyan ve İslam geleneklerinde anlaşıldığı şekliyle Tanrı’nın varlığına duyulan inancın gerekçelerini yeniden değerlendirmelerine, konuya yeni bir bakış ve araçlarla bakmalarına vesile oldu. Alvin Plantinga’nın bu kitabı, yayımlandığı tarihten itibaren “analitik din felsefesi” alanının da en önemli ve sarsıcı eserlerinden biri hâline geldi ve Tanrı’nın ölmediğini ilan etti. Anselmus’tan Hume’a, Kant ve pozitivistlerden John Mackie gibi modern ateologlara kadar felsefe geleneğiyle hesaplaşan Plantinga, bu abidevi çalışmasında ontolojik, kozmolojik ve teleolojik tanrı kanıtlamalarının eski ve yeni biçimlerinin çıkmazlarını, meziyetlerini ve sunduğu imkânları değerlendiriyor. Tanrı’nın varlığına duyulan inanç ile diğer insanların varlığına ve zihinlerine duyulan inanç arasındaki şaşırtıcı ve sarsıcı bağlantıyı ortaya koyuyor. (shrink)

Tarihte herhalde çok az soru Tanrı’nın varlığı sorusu kadar sık sorulmuş, çok yanıtlanmış ve verilen birbirinden farklı onca yanıta rağmen kesin bir sonuca ulaştırılamayıp tartışılmaya devam etmiştir. Yine de geçmişe dönüp baktığımızda bu soruya verilen farklı yanıtların farklı uygarlıkların inşa edilmesine, bazılarının yıkılmasına, acımasız çatışmalara ve her şeye rağmen kucaklaşmalara da vesile olduğunu görüyoruz. Tanrı var mı? Varsa onu nasıl bilebiliriz? Tanrı yoksa her şey mubah mı? İnsan aklı ilahi olanı kavrayabilir mi? Tanrı’nın varlığı ahlaklı olmanın şartı mı? Evren akıllı (...) bir tasarımcının imzasını taşıyor mu? Bu kitapta felsefeci William David Beck, bu sorulara tarihte verilen yanıtları ve bu konudaki tartışmaları ele alarak meselenin genel ve tarihsel bir tablosunu bize sunuyor. Platon, Aristoteles, Marcus Aurelius gibi Eski Yunan ve Roma düşünürlerinden Anselmus, Thomas Aquinas, Augustinus ve Yahudi-Hıristiyan geleneğine, Doğu’nun bilgelerine, İbni Rüşd, Fârâbî ve Gazzâlî gibi İslam düşünürlerinden Alvin Plantinga, Graham Oppy, Sam Harris, Richard Dawkins, Max Tegmark gibi Batılı modern ilahiyatçılara, bilim insanlarına ve Yeni Ateizm hareketine kadar uzanan bir çizgide “Tanrı var mı?” sorusuna verilen çeşitli yanıtları ve bu yanıtlara sunulan akılcı gerekçeleri ortaya koyarak soruya felsefece bir yanıt vermenin nasıl bir iş olduğunu da gösteriyor. (shrink)

The primary aim of this research was to investigate the intricate relationship between the structural elements of experiences and their essential role in meaning formation. The analysis focused on understanding the nature of mental representations and the subjective, phenomenal qualities that emerge within experiences. To achieve this, an integrated approach, combining cognitive semantics with phenomenological analysis, was employed to examine the compositional complexities of the dynamic interaction between a priori and immediate experiences and their significance in meaning formation. The study (...) highlights the interconnectivity of structural elements within experience as a critical factor in shaping the phenomenal qualities of mental representations. Another key contribution of this study is the introduction of the “fulfiller” concept, which underscores the importance of absent qualities in meaning formation-an often-overlooked aspect in traditional models that focus solely on present attributes. The “fulfiller” concept emphasizes how absence, in addition to presence, influences meaning assignment. This inclusion enhances our understanding of meaning formation by considering both the tangible and intangible dimensions of the experiential-intentional process, offering a more comprehensive framework for understanding how meaning emerges from the complex interaction of present and absent qualities. (shrink)

Çağdaş epistemoloji içerisinde, dışsalcı, güvenilirci ve erdeme dayalı epistemolojik tartışmaların bir benzerini, dini epistemoloji içerisinde etkili bir şekilde yer edinen ve reformcu epistemoloji olarak bilinen yaklaşım üzerinden görebilmek mümkündür. Alvin Plantinga, Nicholas Wolterstorff ve William Alston gibi filozofların öne çıktığı bu yaklaşımın ana iddiası, kanıta ya da argümana dayanmaksızın, Tanrı’nın varlığına inanmanın bütünüyle doğru, rasyonel, makul ve güvenilir olacağı şeklindeki bir tezdir. Kanıtın, gerekçelendirme için zorunlu bir koşul olmadığı fikri, algısal deneyimlerin gerekçelendirilmesine benzer şekilde, dini deneyimlerin de öyle olduğu ve (...) dolayısıyla, aynı epistemik statüye sahip olması gerektiğini öne süren, eşitlik tezine dayanır. İlk ortaya çıktığı günden bugüne, üzerinde çokça konuşulan ve tartışılan bir yaklaşım olan reformcu epistemoloji, özellikle son beş yıl içerisinde, oldukça farklı bir hale gelmiştir. Zira bu yaklaşımı, kanıtsalcılıkla uyumlu, erdem epistemolojisiyle bağlantılı ve diğer teistik dinler üzerinden değerlendiren yeni çalışmalar ortaya çıkmıştır. Bu nedenle, bu makalede, reformcu epistemoloji ana hatlarıyla ele alınmıştır. Beraberinde, ona yöneltilen itirazlara değinilmiş ve sonrasında, bahsi geçen yenilik iddiaları soruşturulmaya çalışılmıştır. Son olarak, teistik inancın rasyonalitesiyle ilgili, farklı bir bakış açısı sunulmuştur. (shrink)

This paper explores the implementation of a batch processing pipeline for SIM log data in the telecommunication industry using Azure cloud services. The project leverages Azure Data Lake for data storage, Azure Data Factory for automated data ingestion, and Azure Databricks for processing large volumes of data. By applying machine learning algorithms, the system identifies patterns in network usage, detects anomalies, and provides insights into customer behaviour. The results, visualized using Power BI, enable telecom operators to optimize network performance and (...) enhance customer satisfaction. (shrink)

I examine the epistemic import of collaborative research in science. I develop and defend a functional explanation for its growing importance. Collaborative research is becoming more popular in the natural sciences, and to a lesser degree in the social sciences, because contemporary research in these fields frequently requires access to abundant resources, for which there is great competition. Scientists involved in collaborative research have been very successful in accessing these resources, which has in turn enabled them to realize the epistemic (...) goals of science more effectively than other scientists, thus creating a research environment in which collaboration is now the norm. (shrink)

Usually, modular construction involves the off-site manufacturing of standard building components in a factory before the components are assembled on the construction site. It is common to use terms like "prefabrication," "off-site construction," and "modular construction" interchangeably. The construction of modular constructions nowadays is flourishing all over the globe. The roots of the Albanian prefabricated constructions are extended for the first time around the 1970s. This paper will indeed analyze some recently built modular construction in Albania, considering and comparing it (...) with international case studies. The demand for new construction in Albania is rising rapidly. Currently, the most common structures are cast-in-place beam-column designs, driven by both traditional mindsets and industrial capabilities. However, with Albania's economic growth, there is an increasing need for affordable, quickly built, and technologically advanced buildings. Modular construction, which assembles prefabricated modules on-site, offers a solution. This method aligns with bioclimatic design principles, reducing environmental impact and optimizing resources, marking a shift toward sustainability in the construction industry. The purpose of this article is to explore the potential integration of “modular construction techniques” with “bioclimatic design concepts” to create buildings that are environmentally friendly, energy-efficient, and multipurpose by function. This study explores the use of modular construction techniques in conjunction with bioclimatic techniques to increase “building sustainability”. Combining these tactics encourages energy efficiency and a reduced environmental effect, making people far more resilient and weather-adaptable. The synergy between the two of them is necessary. (shrink)

Illness and injury are often accompanied by experiences of bodily objectification. Medical treatments intended to restore the structure or function of the body may amplify these experiences of objectification by recasting the patient’s body as a biomedical object—something to be examined, measured, and manipulated. In this article, we contribute to the phenomenology of embodiment in illness and medicine by reexamining the results of a qualitative study of the experiences of nurses and patients isolated in an intensive care unit during the (...) first wave of COVID-19. Drawing upon the phenomenological concept of embodiment—as developed in the work of Edmund Husserl, Maurice Merleau-Ponty, Jean-Paul Sartre, and Emmanuel Levinas—we reconsider how bodily objectification manifests in complex clinical encounters. We show that, in these settings, objectification is not simply the unilateral act of a clinician objectifying a patient. Rather, both clinicians and patients reported a variety of objectifying experiences influenced by their interactions, the immediate context of the intensive care milieu, and the broader atmosphere of a global pandemic. In light of these findings, we argue that bodily objectification in illness and medicine can often be more complicated than typically presented in the phenomenological literature. (shrink)

Mitos ve Logos kavramları Antik Yunan uygarlığında söz kavramına karşılık gelen sözcükleri karşılamak için kullanılmıştır. Felsefe tarihinin başlangıcı için yapılan tanımlamalarda ise mitos kavramının yerine logos kavramının tercih edilmesi iki kavram arasında bir farklılığı ortaya koymak için yapılmaktadır. Bu ayrımın nedeni ise mitos’un daha çok dinsel içerikle anılması logos’un ise içerisinde bir tür akılsallık barındırması şeklindeki yorumlarda kendini göstermektedir. Ancak söz konusu ayrımın ilk doğa filozofu/ilk felsefeci olarak nitelendirilen Thales için geçerli olup olmadığı geçmişte olduğu gibi günümüzde de halen tartışılmaktadır. (...) Felsefe tarihi yazımlarında ilk sıraya konan Thales’in anılan kavramları gerçekten farklı şekilde yorumlayıp yorumlamadığı bizce de tartışmaya açık bir husustur. Bu açıdan bakıldığında Thales, söz konusu kavramları iki farklı problemler alanı olarak mı görmüştür? Onun düşüncelerinde kendinden önceki mitolojik mirasın izleri bulunabilir mi? O, katışıksız bir rasyonel midir, yoksa henüz felsefenin yeni filizlendiği bir toplumda bir ara basamağı mı temsil etmektedir? Bu makalenin içerisinde tartışacağımız bu sorular, felsefe tarihinin başlangıcına ilişkin kavramsal arka planın ne olduğu hakkında bize katkı sağlayacaktır. (shrink)

Alvin Plantinga, analitik felsefe düşüncesi içerisinde yetişmiş ve bu gelenek içinde teistik din felsefesinin oluşumuna katkıda bulunmuş bir filozoftur. Ayrıca teizmin savunusu için yaptığı çalışmalarla, çeşitli üniversitelerden aldığı onur ödülleri ve 2017 yılında kazandığı Templeton Prize ödülüyle, haklı bir üne kavuşmuş bir şahsiyettir. Bu çalışmayı yapmamızdaki en önemli amaç, Plantinga’nın dini epistemoloji üzerine yaptığı çalışmaları analiz edip bu düşüncelerinin ardalanına dair bir tespitte bulunmaktır. Bu çalışmada yararlandığımız öncelikli kaynaklar, Plantinga’nın Nicholas Wolterstorff ile birlikte kaleme aldığı “Faith and Rationality” adlı eser (...) ile birlikte son dönem epistemik fikirlerinin çerçevesini belirleyen üç ciltlik “Warrant and Proper Function”, “Warrant: The Current Debate”, “Warranted: Christian Belief” isimli eserler olmuştur. Plantinga’nın ilk dönem epistemoloji çalışmalarının gayesini bir tür olumsuzlama diyebileceğimiz klasik temelciliğin ve evidentializmin eleştirisi oluştururken, ikinci döneminde bu eleştirilerden yola çıkarak Tanrı inancının haklı bir temelde ve güvenceye sahip olduğunu gösterme amacına yönelmiştir. Plantinga’nın teolojik fikirlerini oluşturan Kalvinci ekol, onun dini epistemolojisinin de özünü oluşturmaktadır. Plantinga’nın dini epistemolojisini iki boyutlu olarak değerlendirdiğimizde, içe dönük olarak Hristiyan inancıyla ilgilense de çalışmalarının dışsal yönünü daha genel olarak teizmin Tanrı’sı ve onun rasyonelliği oluşturmaktadır. Açıkçası Plantinga’nın epistemolojik külliyatı bir tür kavram zenginliğini de beraberinde getirmektedir. Çalışmamız içerisinde ele aldığımız kadarıyla uygun işlevsellik, tasarım planı, güvence (warrant) gibi kavramlar onun Tanrı inancının epistemik mahiyetini ortaya koymak için ne derece kararlı olduğunu göstermektedir. Netice itibariyle Tanrı inancının ve onun bilgisinin rasyonel olabileceğini ifade eden Plantinga, her ne kadar Hristiyan inancının belli bir koluna mensup olsa da diğer mezhepleri dışlamaz. Ayrıca Plantinga, birçok çalışmasında belirttiği üzere projesinin Yahudilik, İslam gibi diğer teistik dinlere yönelik olduğunu da belirtmektedir. (shrink)

Modal ontolojik argüman, Tanrı’nın varlığını sadece bilfiil gerçek olan bu dünyada değil, bütün mümkün dünyalarda göstermeye yönelik bir argümandır. Anselm’in (1033-1109) Proslogion adlı eserinin 3. bölümünde “kendisinden daha büyüğü düşünülemeyen” şeklinde tanımlanan; Tanrı’nın var olmamasının da düşünülemeyeceğini, bu yüzden de varolmamasının imkansızlığı üzerinde kurulu yeni bir argüman bulunduğunu öne süren bazı araştırmacılar, bu argümanı mümkün dünyalar semantiği yardımıyla formüle edip, “modal ontolojik argüman” şeklinde adlandırmışlardır. Çok farklı şekillerde formüle edilmiş bu argüman kabaca Tanrı’nın mümkünse zorunlu olması, dolayısıyla bilfiil gerçek olan (...) bu dünyada da var olması gerektiğini savunur. (shrink)

The dominant framework for addressing procreative ethics has revolved around the notion of harm, largely due to Derek Parfit’s famous non-identity problem. Focusing exclusively on the question of harm treats what procreators owe their offspring as akin to what they would owe strangers (if they owe them anything at all). Procreators, however, usually expect (and are expected) to parent the persons they create, so we cannot understand what procreators owe their offspring without also appealing to their role as prospective parents. (...) I argue that prospective parents can wrong their future children just by failing to act well in their role as parents, whether or not their offspring are ultimately harmed or benefitted by their creation. Their obligations as prospective parents bear on the motivations behind their reproductive choices, including the choice to select for some genetic trait in their offspring. Even when procreators’ motivations aren’t malicious, or purely selfish, they can still fail to recognize and act for the end of the parental role. Procreators can wrong their offspring by selecting for some genetic trait, then, when doing so would violate their obligations as prospective parents, or when their motivation for doing so is antithetical to the end of the parental role. (shrink)

David Hull accounts for the success of science in terms of an invisible hand mechanism, arguing that it is difficult to reconcile scientists' self-interestedness or their desire for recognition with traditional philosophical explanations for the success of science. I argue that we have less reason to invoke an invisible hand mechanism to explain the success of science than Hull implies, and that many of the practices and institutions constitutive of science are intentionally designed by scientists with an eye to realizing (...) the very goals that Hull believes need to be explained by reference to an invisible hand mechanism. Thus, I reduce the scope of Hull's invisible hand explanation and supplement it by appealing to a hidden hand explanation. (shrink)

Many accounts of the morality of abortion assume that early fetuses must all have or lack moral status in virtue of developmental features that they share. Our actual attitudes toward early fetuses don’t reflect this all-or-nothing assumption: early fetuses can elicit feelings of joy, love, indifference, or distress. If we start with the assumption that our attitudes toward fetuses reflect a real difference in their moral status, then we need an account of fetal moral status that can explain that difference. (...) I argue that we can have or lack relational obligations to early fetuses in light of our own activities or choices, independent of the fetus’s own features or properties. Those relational obligations make the early fetus morally considerable to the persons who stand in a moral relation to it. Pregnant persons (and other participants in the procreative process) can come to have relational obligations to an early fetus just in virtue of their own decision to create a person, either by intentionally getting pregnant or by deciding to continue a pregnancy. That decision not only makes it appropriate for them to care about the fetus, but it also generates obligations to the fetus that they didn’t have before that decision. (shrink)

The contents of our conscious mind can seem unpredictable, whimsical, and free from external control. When instructed to attend to a stimulus in a work setting, for example, one might find oneself thinking about household chores. Conscious content thus appears different in nature from reflex action. Under the appropriate conditions, reflexes occur predictably, reliably, and via external control. Despite these intuitions, theorists have proposed that, under certain conditions, conscious content resembles reflexes and arises reliably via external control. We introduce the (...) Reflexive Imagery Task, a paradigm in which, as a function of external control, conscious content is triggered reliably and unintentionally: When instructed to not subvocalize the name of a stimulus object, participants reliably failed to suppress the set-related imagery. This stimulus-elicited content is considered ‘high-level’ content and, in terms of stages of processing, occurs late in the processing stream. We discuss the implications of this paradigm for consciousness research. (shrink)

Cloud Computing provides vast storage facility. The requirement of this system is to improve the security and transmission performance in the cloud storage environment. Methods: This system provides two level of security for the cloud data. The Client Data Security Contrivance (CDSC) and Cloud Service Provider (CSP) Data Security Contrivance are the two methods which transforms the original data to cipher text. The security algorithm used in CDSC is Linguistic Steganography. Blowfish algorithm is used in CSP Data Security Contrivance to (...) convert the cipher text using a secret-key block cipher of 64-bits. This system is designed to increase security and to improve the transmission performance. Storage-cheating attack model and Privacy-cheating attack model are implemented to protect the data on cloud. Findings: This system increases security and improves transmission performance. The blowfish algorithm is secure against unauthorized attacks and runs faster than the popular existing algorithms. Storage-cheating attack model and Privacy-cheating attack model provides the data confidentiality for data stored in the cloud in higher way. Improvements: The system can be implemented in real cloud system in the future. (shrink)

Literature reviews have traditionally been a simple exercise in reporting the current relevant research, both to provide an overview of the current status of the field, and perhaps to draw attention to controversies. From the perspective of positivist research traditions, it was important to neutrally report all the relevant research, which was assumed to be foundational. In this article, written for the Applied Critical Realism special issue of Journal of Critical Realism, I use my own research to illustrate how a (...) literature review might look if it were non-foundational and guided by the principles of immanent critique. Immanent critique is central to Bhaskar’s philosophical methodology but has not been much applied in critical realist empirical research. Following a brief introduction to immanent critique, its history and relation to other ways of grounding knowledge, an excerpt from a literature review is used as backdrop for an extended discussion about various potential applications, and impl... (shrink)

This short work sets out to argue that the set of simple expressions comprising the lexicon of a given individual and the lexis of a given community are not just contingently but necessarily finite at any given moment in time. Where the lexicon is concerned, this is done by adapting a very simple argument presented by Fred Dretske (1965) concerning whether an individual can count to infinity. This is extended to the more challenging case of the lexis of a community (...) by introducing lexicalization as a condition, which facilitates the same sort of argument as presented for the lexicon. Though the lexicon and lexis are often implicitly assumed to be finite, with little need for further argumentation, there does appear to be grounds for the stronger and more interesting claim that they are necessarily finite at any given moment in time. (shrink)

This paper considers the relevance of the Duhem-Quine thesis in economics. In the introductory discussion which follows, the meaning of the thesis and a brief history of its development are detailed. The purpose of the paper is to discuss the effects of the thesis in four specific and diverse theories in economics, and to illustrate the dependence of testing the theories on a set of auxiliary hypotheses. A general taxonomy of auxiliary hypotheses is provided to demonstrate the confounding of auxiliary (...) hypotheses with the testing of economic theory. (shrink)

Current methods of operationalizing concepts of misinformation in machine learning are often problematic given idiosyncrasies in their success conditions compared to other models employed in the natural and social sciences. The intrinsic value-ladenness of misinformation and the dynamic relationship between citizens' and social scientists' concepts of misinformation jointly suggest that both the construct legitimacy and the construct validity of these models needs to be assessed via more democratic criteria than has previously been recognized.

This article investigates the profound mysteries of consciousness and the afterlife, which have captivated humanity for centuries. In our study, we conducted three hypothetical experiments, assuming all participants had healthy brains and minds in similar environments. We based our methodology on the premise that cell death can preserve anatomical and neural integrity (Vrselja et al., 2019). Between T1 and T2, six brains were rendered non-functional (brain death), eliminating consciousness. Participants were divided into three groups: -/- 1. Identical Triplets (Group I): (...) Individuals 'a,' 'b,' and 'c.' 2. Second Set of Identical Triplets (Group II): Individuals 'd,' 'e,' and 'f.' 3. Non-identical Triplets (Group III): Individuals 'g,' 'h,' and 'i.' -/- Uniform conditions were maintained across all groups, ensuring identical nutrients and processes. In the third experiment, we preserved the inactive brains of 'a,' 'b,' 'd,' 'e,' 'g,' and 'h' from **T1** to **T2** and created three new identical brains for each participant, resulting in twenty-seven new brains labeled ('a1' to 'i3'). The original six brains were revived, leading to a total of thirty-six participant brains in the lab. -/- Results -/- If our third experiment holds validity, it suggests that all twenty-seven artificially created brains and the revived six brains could function, resulting in thirty-six operational brains at T2. This includes the three live brains of 'c,' 'f,' and 'i.' -/- Discussion -/- Determining whose consciousness resides within the lab is practically impossible, except for 'c,' 'f,' and 'i.' For instance, if you are 'a' before *T1*, identifying which of the eleven identical brains ('a', 'a1', 'a2', 'a3', etc.) contains your consciousness at *T2* is challenging. Assuming your consciousness exists in all eleven brains post *T1* raises critical questions: Did your singular consciousness cease to exist, or did it transfer to a specific brain outside the lab? This dilemma highlights profound implications for our understanding of consciousness and identity. -/- Conclusion -/- If your existence ceased (no afterlife- discontinued 'your'-'a'- consciousness-) at T1, theoretically, "you (a)" could reappear ( at T2 ) in two or more identical brains, in the laboratory setting. However, as extensively discussed in this research, a single consciousness can't exist in multiple brains simultaneously. While there may be two, many, or even infinite identical brains in the universe/s, no one experiences( 'feel-aware' ) their consciousness in multiple places simultaneously. Although, the brain's quality and quantity continually change over time—encompassing aspects such as neurons, neurochemistry, and the biophysics of brain function—unique consciousness persists from childhood to death within a single brain. The hypothesis concerning the continuum of unique consciousness within the dynamic framework of the material brain presents a complex enigma. It posits that two unknown fundamental particles—one universally unique ( to a certain brain) and invariant and the other subject to continuous evolution—coexist within the brain throughout its functional lifespan. This coexistence may elucidate the mechanisms underlying consciousness and its persistence, despite the brain's ongoing structural and functional transformations. This simple reasoning strongly supports the high probability of life ('your' -' a') after death occurring in a single brain at T1,( outside the lab) without any passage of time. (shrink)

Augmented Reality (AR), driven by Artificial Intelligence (AI), is transforming how we interact with the world. Recent technologies, like AI-powered smart glasses, are increasingly blending the physical and digital realms. While AR presents exciting new possibilities, it also raises deeper philosophical questions about what we consider reality.

This chapter provides an introduction to higher-order metaphysics as well as to the contributions to this volume. We discuss five topics, corresponding to the five parts of this volume, and summarize the contributions to each part. First, we motivate the usefulness of higher-order quantification in metaphysics using a number of examples, and discuss the question of how such quantifiers should be interpreted. We provide a brief introduction to the most common forms of higher-order logics used in metaphysics, and indicate a (...) number of questions which can be raised in such systems using logical vocabulary alone. Using a further example, we return to applications of higher-order logics in metaphysics. We also mention key developments in the history of higher-order logic as it pertains to metaphysics. Finally, we mention certain arguments which have been raised against the use of higher-order logic, and some ways of responding to them. (shrink)

This volume of articles, literature and case studies illustrates the central importance of human values throughout healthcare. The readings are structured around the main stages of the clinical encounter from the patient's perspective.

The primary purpose of this project is to streamline the process of calculating individual shares of various expenses, reducing potential conflicts and ensuring transparency. Users can input their expenses, and the application automatically divides the total amount among the participants based on predefined criteria, such as equal shares or specific contributions. 1[This functionality is particularly useful for managing shared household bills, planning group events, and coordinating travel budgets. By offering a userfriendly interface and robust backend support, the project simplifies the (...) tracking of who owes what, automates reimbursement management, and ensures that financial coordination in group settings is more efficient and stress-free. ]1 It addresses common pain points in group expense management, such as calculating individual contributions, keeping track of payments, and ensuring everyone pays their fair share. This makes it an ideal tool for friends, families, roommates, or any group that shares financial responsibilities. (shrink)

Though many agree that we need to account for the role that social factors play in inquiry, developing a viable social epistemology has proved to be difficult. According to Longino, it is the processes that make inquiry possible that are aptly described as "social," for they require a number of people to sustain them. These processes, she claims, not only facilitate inquiry, but also ensure that the results of inquiry are more than mere subjective opinions, and thus deserve to be (...) called "knowledge." In this paper, I (a) explain Longino's epistemology, and (b) defend it against charges that have recently been raised by Kitcher, Schmitt, and Solomon. Longino rightly recognizes that not all social factors have the same (adverse) affect on inquiry. She also recommends that we distinguish knowledge from mere opinion by reference to a social standard. (shrink)

Ateistlerin teizmi reddetme gerekçeleri, genellikle kötülük sorununun teizme karşı en güçlü argüman olduğunu iddia etmelerinde yatmaktadır. Nitekim ateizme göre teizm, bu soruna başarılı bir şekilde cevap verememektedir. Bununla birlikte kötülük sorununun sadece teistler için bir problem olmadığı iddia edilebilir. Bizde bu makale içerisinde bu savdan yola çıkarak, yakın dönemde Yujin Nagasawa’nın geliştirdiği “sistematik kötülüğün varoluşsal sorunu” açısından bu iddiayı ele almaya çalıştık. Bu sorun, başlangıçta, yalnızca dünyadaki belirli olayların veya belirli olay türlerinin kötü olduğunu değil, aynı zamanda insan varoluşunun dayandığı (...) tüm biyolojik sistemlerin kötü olduğunu göstererek, teizm için bir meydan okuma yaratmaktadır. Ancak hem teistlerin hem de ateistlerin tipik olarak dünyanın genel olarak iyi olduğunu ve içinde yaşamaktan mutlu ve minnettar olmamız gerektiğini onaylayan varoluşsal iyimserliği benimsedikleri düşünüldüğünde, kötülüğün bu versiyonu, teizm için olduğu kadar, ateizm içinde bir problem olmaktadır. Makale içerisinde sorunun bu versiyonuna yanıt verirken ateizmin teizme kıyasla önemli bir dezavantajla karşı karşıya kalması nedeniyle, bunun ateizme karşı güçlü bir argüman olabileceğini iddia ediyoruz. (shrink)

This chapter identifies and explores a series of challenges raised by the clinical concept of delusion for theories which conceive autonomy as an agency rather than a status concept. The first challenge is to address the autonomy-impairing nature of delusions consistently with their role as grounds for full legal and ethical excuse, on the one hand, and psychopathological significance as key symptoms of psychoses, on the other. The second challenge is to take into account the full logical range of delusions, (...) which may take the form of true or false factual beliefs, positive or negative evaluations, as well as the paradoxical delusion of mental illness. The third and final challenge is to make room for non-pathological or, autonomy-preserving delusions and to offer a credible way of distinguishing between these and pathological or, autonomy-impairing delusions. By setting out these challenges, we are able to, firstly, distinguish between two separate conceptions of objectivity that may be at work in existing accounts of delusions and, secondly, to put a spotlight on an elusive yet inescapable notion of agential success that underlies our thinking about autonomy as well as mental disorder. (shrink)

There is no doubt that custard apple diseases are among the important reasons that destroy the Custard Apple plant and its agricultural crops. This leads to obvious damage to these plants and they become inedible. Discovering these diseases is a good step to provide the appropriate and correct treatment. Determining the treatment with high accuracy depends on the method used to correctly diagnose the disease, expert systems can greatly help in avoiding damage to these plants. The expert system correctly diagnoses (...) Custard Apple disease to make it easier for farmers to find the right treatment based on the appropriate diagnosis. Objectives: A specialized syllable language system was established for the diagnosis of Custard Apple plant disease. (shrink)

Here, I discuss how natural biological evolution might have selected human origin and the psychology of the better mind-brain. However, all humans are closely related; why do we make crimes, war, hate, and jealousy their primary reasons and overcoming methodologies? How can they gain their best happiness? What kind of philosophy apply to annalize this big question and convince humankind to evolve their mind? How we could achieve our optimum potential happiness by developing hidden intelligence to make the world a (...) happier place to live in. (shrink)

Lung cancer is still a detrimental problem for physicians and surgeons. Because of having no standard treatment and poor survival, enforces us to find new approaches for its eradication. However, we have a so long way to this purpose. Genetic and cell researches to find out its real etiology and pathway are developing. But today, patients with lung cancer are waiting for some treatment methods which ease and give hope themselves immediately. Surgery is the most hopeful way for radical solution (...) of lung cancer. Recently, new anesthetic and surgical technics give us some important advantages that were very frightfully before. In this issue, we aimed to emphasize the new researches, interventions and experimental studies about pulmonary carcinoma. All authors worked hard for this purpose. I appreciate all of them and the editor in chief Prof. Murat Sucu. I hope all articles will help us thinking and researching lung cancer in all ways. -/- Prof. A. Feridun Işık. (shrink)

This paper offers a review of the catalogue composed by Myriam Vogelaar of one of the largest and most important collections of Fight Books and fencing manuals in the field of Historical European Martial Arts Studies (HEMAS). The Mokken Collection is named after Wiebe Mokken, the man who meticulously built it up over the past decades in Amsterdam. The book also highlights the glaring lack of contemporary knowlegde about other major historical fencing-related collections, like Gotti’s spectacular private collection held at (...) the Museo dell Arte Marziale in Brescia, Italy. Others, such as the Corble collection at the KU Leuven Libraries, recently published their catalogue on line. This catalogue thus constitutes an important milestone for this exciting and still relatively new subdomain in the field of European cultural studies, by making accessible one of the most important collections of source materials dedicated to it. (shrink)

Governments and social scientists are increasingly developing machine learning methods to automate the process of identifying terrorists in real time and predict future attacks. However, current operationalizations of “terrorist”’ in artificial intelligence are difficult to justify given three issues that remain neglected: insufficient construct legitimacy, insufficient criterion validity, and insufficient construct validity. I conclude that machine learning methods should be at most used for the identification of singular individuals deemed terrorists and not for identifying possible terrorists from some more general (...) class, nor to predict terrorist attacks more broadly, given intolerably high risks that result from such approaches. (shrink)

How does consciousness vary across the animal kingdom? Are some animals ‘more conscious’ than others? This article presents a multidimensional framework for understanding interspecies variation in states of consciousness. The framework distinguishes five key dimensions of variation: perceptual richness, evaluative richness, integration at a time, integration across time, and self-consciousness. For each dimension, existing experiments that bear on it are reviewed and future experiments are suggested. By assessing a given species against each dimension, we can construct a consciousness profile for (...) that species. On this framework, there is no single scale along which species can be ranked as more or less conscious. Rather, each species has its own distinctive consciousness profile. (shrink)

Causal understanding is a defining characteristic of human cognition. Like many animals, human children learn to control their bodily movements and act effectively in the environment. Like a smaller subset of animals, children intervene: they learn to change the environment in targeted ways. Unlike other animals, children grow into adults with the causal reasoning skills to develop abstract theories, invent sophisticated technologies and imagine alternate pasts, distant futures and fictional worlds. In this Review, we explore the development of human-unique causal (...) learning and reasoning from evolutionary and ontogenetic perspectives. We frame our discussion using an ‘interventionist’ approach. First, we situate causal understanding in relation to cognitive abilities shared with non-human animals. We argue that human causal understanding is distinguished by its depersonalized (objective) and decontextualized (general) representations. Using this framework, we next review empirical findings on early human causal learning and reasoning and consider the naturalistic contexts that support its development. Then we explore connections to related abilities. We conclude with suggestions for ongoing collaboration between developmental, cross-cultural, computational, neural and evolutionary approaches to causal understanding. (shrink)

Throughout the COVID-19 pandemic, shortages of scarce healthcare resources consistently presented significant moral and practical challenges. While the importance of vaccines as a key pharmaceutical intervention to stem pandemic scarcity was widely publicized, a sizable proportion of the population chose not to vaccinate. In response, some have defended the use of vaccination status as a criterion for the allocation of scarce medical resources. In this paper, we critically interpret this burgeoning literature, and describe a framework for thinking about vaccine-sensitive resource (...) allocation using the values of responsibility, reciprocity, and justice. Although our aim here is not to defend a single view of vaccine-sensitive resource allocation, we believe that attending critically with the diversity of arguments in favor (and against) vaccine-sensitivity reveals a number of questions that a vaccine-sensitive approach to allocation should answer in future pandemics. (shrink)

Underwater Wireless Sensor Networks (UWSNs) are pivotal for various applications, including oceanographic data collection, environmental monitoring, and naval operations. However, the harsh underwater environment poses challenges in designing efficient routing protocols, especially concerning energy consumption and data transmission reliability. This paper proposes an optimized depth-based routing protocol for energy-aware data transmission in UWSNs, focusing on minimizing energy usage while ensuring robust data delivery. The protocol dynamically adjusts transmission power based on node depth and residual energy, reducing communication overhead and prolonging (...) network lifetime. (shrink)

Context: Many recent research areas such as human cognition and quantum physics call the observer-independence of traditional science into question. Also, there is a growing need for self-reflexivity in science, i.e., a science that reflects on its own outcomes and products. Problem: We introduce the concept of second-order science that is based on the operation of re-entry. Our goal is to provide an overview of this largely unexplored science domain and of potential approaches in second-order fields. Method: We provide the (...) necessary conceptual groundwork for explorations in second-order science, in which we discuss the differences between first- and second-order science and where we present a roadmap for second-order science. The article operates mainly with conceptual differentiations such as the separation between three seemingly identical concepts such as Science II, Science 2.0 and second-order science. Results: Compared with first-order science, the potential of second-order science lies in 1. higher levels of novelty and innovations, 2. higher levels of robustness and 3. wider integration as well as higher generality. As first-order science advances, second-order science, with re-entry as its basic operation, provides three vital functions for first-order science, namely a rich source of novelty and innovation, the necessary quality control and greater integration and generality. Implications: Second-order science should be viewed as a major expansion of traditional scientific fields and as a scientific breakthrough towards a new wave of innovative research. Constructivist content: Second-order science has strong ties with radical constructivism, which can be qualified as the most important root/origin of second-order science. Moreover, it will be argued that a new form of cybernetics is needed to cope with the new problems and challenges of second-order science. (shrink)

This project focuses on estimating reservoir inflows by integrating rainfall data, soil moisture levels in the catchment area, and releases from upstream reservoirs, coupled with an automated gate control system to prevent flooding in the basin. Utilizing hydrological models, the methodology predicts runoff from rainfall, adjusted for current soil moisture to enhance accuracy. Real-time data from upstream releases further refines inflow predictions. The automated system leverages predictive analytics and real-time monitoring to optimize gate operations, ensuring moderate water releases to maintain (...) safe reservoir levels and mitigate downstream flooding. This approach aims to enhance flood management and sustainable water resource use through advanced modelling and automation. (shrink)

The crop recommendation system employing machine learning methods will be covered in this study. For sustainable agricultural practices to be followed and to increase crop yields, crop advice is crucial. Based on several factors, including nitrogen (N), phosphorus (P), potassium (K), and humidity, we will advise the best crop for the given site. We analyzed various algorithms like KNN, Decision Tree, Random Forest, SVM etc. But based on various accuracy levels we committed to random forest implementation. Means in this paper (...) we are going to implement a crop recommendation system using random forest algorithm. The model is allowed to train upon a large dataset and the Performance of the recommendation system is measured using accuracy score. Finally, Using the trained model we are going to predict suitable crops for land according to the given parameters. Our proposed approach can be helpful for farmers, researchers, and policymakers in making informed decisions regarding crop management and planning. -/- . (shrink)