The issue of acting on weak hadiths has been a debated issue throughout history. Scholars have adopted different views on this issue. While there are scholars who argue that weak hadiths should not be acted upon at all, there are also scholars who argue that there is no harm in acting upon them under certain conditions. While scholars such as Müslim, Yahya b. Ma'in and Subhi Salih in the modern period adopt the view that weak hadiths should not be acted (...) upon, Imam Şafiî, Imam Ahmed and Ebu Davud prefer the view that if there is no sound hadith on a subject, weak hadiths should be acted upon. Apart from these two groups, there are also scholars, such as Ibn Hajar, who adopt the middle path and emphasize that weak hadiths should be acted upon under certain conditions.It is seen that the approaches expressing their opinions on the issue of acting on weak hadiths generally differ depending on whether the topics are provisions or virtues. While some scholars do not consider it permissible to act on weak hadiths, whether they are subject to provisions or not; It is seen that some of them are of the opinion that, under certain conditions, virtues and even provisions can be acted upon when necessary. Although the Scholars are generally of the opinion that one should not act on a weak hadith regarding the provisions, some of them stated that there is no harm in acting on it if it meets certain conditions regarding the provisions. Acting with weak hadiths regarding virtue has been a subject mentioned by many scholars. It has been seen that many hadith scholars, from the early periods, have adopted a positive attitude towards hadith narrations regarding virtue. This shows that the idea of acting with weak hadiths has existed since then.Ulama who follow the Hanafi sect generally made inferences based on weak hadiths. It is seen that Hanafi scholars, who attach importance to ray and qiyas, prefer weak hadiths to ray and qiyas in some cases. This situation is mostly the result of the necessity of extracting the provisions regarding ta'abbudi issues from the hadiths. It is also possible that they use weak hadiths in order to encourage people to do good and avoid bad situations regarding the virtue of deeds. In some cases, the use of hadiths that are in accordance with precautions is a common situation among Hanafi scholars. For this and similar reasons, it is possible to see the use of weak hadith among Hanafi scholars.It would not be right to limit the issue of weak hadith and deeds only to Hanafi ulema. The issue of acting with weak hadith has been discussed a lot in the sources on the Sunni hadith method. Hadith scholars have examined these hadiths under two main headings: provisions and virtues. They did not see any problems in the narration of weak hadiths, provided that they were not on matters related to belief and rules; It is possible to say that they acted more inclusively when they narrated hadiths on subjects such as maw'iza, virtue of deeds and stories, as well as issues related to tafsir and megazi. Weak hadith narration and acting on weak hadith, and some scholars preferring weak hadiths to qiyas, indicate that this is because it is attributed to the Prophet Muhammad.Commentators generally give a lot of space to weak hadiths, fabricated news andİsraelites in their tafsir books. In particular, it is seen that the commentators of narration use every material they find about the virtues of the suras, without evaluating their authenticity. It is seen that Muhaddith scholars frequently resort to weak hadiths as well as sound narrations, especially on subjects such as fedailu'l-quran, fedailu's-suver, fedailu'l-ayat.In this context, if the hadiths used by Nasafi regarding the virtues of the suras in his work called et-Teysîr fi't-tefsîr are examined, it will be seen that he gives a lot of place to weak hadiths. It is important that, in addition to the scholars who adopt the view that weak hadiths cannot be acted upon, there are also scholars such as Nasafi, who believe that there is no harm in acting on weak hadiths on some issues, especially regarding virtues. As a matter of fact, although the fact that Nasafi was a muhaddith as well as a commentator gave the impression that he would select and use the hadiths more meticulously, it has been observed that he did not behave differently from other commentators and used weak hadiths and fabricated news about the virtues of the suras. In this respect, it is seen that Nasefi reflects the general attitude of commentators in his work. It is possible to see that a scholar who is knowledgeable in many fields resorts to weak hadiths, especially regarding virtues, shows a moderate approach to the status of these hadiths, and accepts that weak hadiths are suitable for narration and can be acted upon. (shrink)

The issue of wiping over socks is part of the more general issue of wiping over leather socks (khuffayn) for ablution (wuḍū’). Washing feet or wiping over them is a debate whose sides bases their claims on the verses of the Qur’an and supports these claims with narrations. When performing ablution, if shoes or socks are on the feet, whether one can wipe over them without taking these off and the qualities that these clothes should have is a debate based (...) on hadith narrations. Most Muslims except for the Ja’farite are of the opinion that either washing the feet or wiping over a khuff or similar clothing that was put on while a person already had ablution can be done during ablution, while the Ja’farite think that wiping over bare feet is enough but wiping over khuff is not. There is a consensus that shoes, boots, buskins and other leather footwear qualify as khuff. However, there is disagreement over whether clothing from materials like cotton, linen, wool, and felt -usually referred to as socks- qualify as khuff. For this reason, some Muslims of the world wipe over socks while others do not. There are contemporary fatwas (legal opinion) that are supportive of either of the positions. However, there are those who treat this issue beyond choosing a side in an ijtihad (process of juristic legal reasoning) and some who wipe on socks are censured strongly. In this research based on an examination of the fiqh heritage, the goal is to contribute to making this issue better understood and its fiqh ruling clearer.Summary: The sixth verse of Surah Ma’idah in the Qur’an clearly states that wuḍū’ requires washing the face, arms up until elbows, and wiping over the head. However, when it comes to the fourth element of wuḍū’, the feet, there has been disagreement about whether it should be wiped or washed. Arabic grammar rules and narrations have been interpreted in ways that support both views; in general Sunni sects, Zaydis, and Kharijites argue the feet should be washed while Shia Ja’farites are in favor of wiping over bare feet. There have also been efforts among faqihs (jurists) to reconcile washing and wiping; washing slightly; choosing the better one between the two; washing when not covered, wiping when covered; washing if there is dirt, wiping if it is clean; viewing at least wiping as fard (obligatory), washing as a Sunna (recommended) that includes the fard as a way to unify the two approaches have also been proposed.According to widely accepted narrations, the prophet and his companions washed their feet when performing wuḍū’ and once they put on their shoes having had wuḍū’, the next time they only wiped over the shoes without taking them off. In less commonly accepted narrations, which some hadith authorities regard as authentic, the Prophet is said to have wiped over his socks. In narration sources, it has been narrated that about fifteen faqih companions, among them ʿUmar b. al-Khaṭṭāb, ʿAlī b. Abī Ṭālib, ʿAbdallāh Ibn Masʿūd, ʿAbdallāh b. ʿAbbās, ʿAbdallāh b. ʿUmar, saw wiping over socks as appropriate. However, there are no narrations about the companions disapproving of wiping over socks. Among those who approved of wiping over socks are tābiʿūn (successors) faqihs like Saʿīd b. D̲j̲ubayr, Saʿīd b. al-Musayyab, Ibrāhīm al-Nakhaʿī, ʿAṭāʾ b. Abī Rabāḥ, al-Ḥasan al-Baṣrī ve al-Aʿmash, and Mujtahid Imams like Zufar, Sufyan al-Thawri, al-Ḥasan b. Ṣāliḥ, Ibn al-Mubārak, Abū Yūsuf, Muḥammad al-Shaybānī, Aḥmad b. Ḥanbal, Isḥāq b. Rāhawayh. Considering their most prominent positions, we can say that Ḥanafis and Shafis allow wiping over socks that are thick and opaque, Hanbalis allow it over socks that cover the foot even if thin, while Mālikīs do not allow wiping over socks at all.As far as it is understood from narrations from the Prophet’s time, due to both climate conditions and weaving possibilities, socks were used only rarely. Also, footwear like shoes or slippers made of leather were very hard to find and narrations suggest that prayers were performed at houses and the masjids over soil base on either bare foot or with shoes. For these reasons, the issue of wiping over socks did not arise at the time and at later periods different opinions on the issue led to disagreements. When carpets were placed on the ground at later periods, performing the prayer with shoes was abandoned and a second layer of shoes (khuff) was placed inside the shoes as khuff. Since removing the shoes would invalidate wuḍū’ performed over that shoe, those who wanted to avoid the difficulty of having to wash their feet each time they needed wuḍū’ have instead wiped over this second layer once they put them on after performing wuḍū’.Ḥanafīs and Shāfiʿīs, who tend to approach the issue of wiping over socks with hesitation and make this conditional on some strict rules, emphasize that the socks to be wiped over should be similar to shoes in terms of thickness, based on the idea that it is certain that the Prophet has wiped over shoes made of leather but his wiping over socks is weaker and that the qualities of those socks are not clear. Among the thickness criteria expressed for the socks are being waterproof, the ability to walk for at least a league with it, and its ability to hold on to feet without being tied at the wrists. Due to these criteria, which have been developed to protect the wuḍū’ and whose boundaries are not well specified, especially among Ḥanafis the idea that wiping over socks is not allowed has gained popularity. As opposed to this, in circles dominated by Ḥanbalīs opinions allowing wiping over any type of socks have been expressed.At times when the Prophet had his shoes on and did not want to take off his shoes, he used to wipe over the shoes. The equivalent of this act today is to wipe over socks since prayer with shoes on is not common any more. While nowadays wiping over socks is an ease for everybody when performing wuḍū’, it is something that is especially needed under certain circumstances. Cold weather and the lack of drying possibilities for the feet leading catching cold and illness, socks that are put on when feet are wet leading to bad smell and fungus on feet, the hardship of elevating the feet high enough to the sink and of changing socks on one foot when there are no special wuḍū’ places, the fact that at societies distant from Islamic culture it is seen against the etiquette to wash feet in the sink are among the reasons why this need arises. Because most of the time we are not in a position to determine the circumstances of our work and travels at modern times, it can be said that today this need is more than it was in the past.Some scholars of today use a precautionary principle and argue that the Qur’an commands to wash the feet, and the only narration powerful enough to make an exception to this rule is about masts made of leather, and extending this to include socks would go against the precaution principle and some other principles of uṣūl al-fiqh (Islamic legal theory). However, some other scholars who use the ease in religion principle argue that the permission to wipe over masts also include wiping over socks and that they are of the same nature, that there are authentic narrations that show wiping over socks are allowed and that one can even talk of an ijmāʿ (consensus) among the companions on this issue, and that seeking additional qualities socks on which one is to wipe over, such as thickness, ability to walk with it, its ability to hold on to the feet, being waterproof, have no merit in the sharīʿa. Jamaleddīn Qāsimī, who wrote a special research book on the topic, and scholars like Abū l-Aʿlā Mawdūdī, Yūsuf al-Qaradāwī, ʿAbd al-ʿAzīz b. Bāz, Ibn al Uthaymeen think that one can wipe over daily socks that do not show the skin beneath it, while scholars predominantly of the Ḥanafi opinion hold that one cannot wipe over the thin daily socks. (shrink)

A welcome addition to the Routledge Critical Thinkers series, Judith Butler is the first guidebook on this renowned feminist and queer theory scholar, which will help not only students of literary criticism but also students of law, sociology, philosophy, film and cultural studies. Examining Butler's work through a variety of contexts, including the formation of gender performativity, identity and subjecthood, Sarah Salih address Butler's crucial ideas on the gender agenda, the body, pornography, race, gay self-expression and power and psychoanalysis. Concluding (...) with an annotated bibliography, this book will be the ideal starting point for all new to Butler. (shrink)

Value Co-Creation plays a major role in engaging knowledgeable individuals in a community via innovation, problem solving, and new service/product development. This study investigates the personal factors that influence individuals’ engagement in value co-creation in Higher Education Institutions through the use of online platforms. Some higher education institutions have successfully established or used appropriate online platforms, such as online forums, web applications, and mobile applications to engage their community in ideation or crowdsourcing as a part of the value co-creation process. (...) On the other hand, some HEIs have failed to engage their community in value co-creation activities, and even if they managed to engage some individuals in value co-creation once, they failed to sustain these individuals’ engagement in value co-creation using online platforms. Using the Stimulus Organism Response framework, this study examines the relationship between relevant personal factors and other motivational factors that provide perceived benefits with value co-creation engagement. Data was collected from 308 respondents at five Malaysian research universities. The software analysis tool Smart PLS is used for data analysis and validation. The results demonstrate that personal factors and perceived benefits as a motivational factor has a significant effect on individual engagement in value co-creation. However, the significance of these findings varies from one individual to another. The implications of these findings are discussed. (shrink)

Manufacturing companies in today's industrial world are seeking to use the new manufacturing process methods. The primary goal of corporations is to achieve optimum production while deploying minimal capital. The fundamental purpose of this study is to examine the influence of various lean manufacturing practices on the sustainability performance of companies and the mediating role of green supply chain management. The data was gathered using questionnaires from 250 Pakistani manufacturing firms and analyzed using AMOS 25. Results demonstrate that process and (...) equipment, product design, supplier relationships, and customer relationships significantly affect sustainable performance. It is also recognized that Green Supply Chain Management mediates the interaction between HR processes, product design, supplier relationship, customer relationship, and environmental performance. The findings of this study will enable managers and decision-makers of manufacturing companies to increase sustainable efficiency and reduce waste through the use of lean manufacturing and GSCM implementation. (shrink)

The Judith Butler Reader is a collection of writings that span her impressive career and trace her intellectual history. Judith Butler, author of influential books such as Gender Trouble, has built her international reputation as a theorist of power, gender, sexuality and identity Organized in active collaboration between Judith Butler and Sara Salih Collects together writings that span Butler’s impressive career as a critical philosopher, including selections from both well-known and lesser-known works Includes an introduction and editorial material to assist (...) students in their readings of theories that stand at the forefront of contemporary theoretical and political debates. (shrink)

The release of over 6,000 genetically modified mosquitoes (GMM) into uninhabited Malaysian forests in 2010 was a frantic step on the part of the Malaysian government to combat the spread of dengue fever. The field trial was designed to control and reduce the dengue vector by producing offspring that die in the early developmental stage, thus decreasing the local Aedes aegypti population below the dengue transmission threshold. However, the GMM trials were discontinued in Malaysia despite being technologically feasible. The lack (...) of systematic studies in terms of cost-benefit analysis, questionable research efficacy and safety-related concerns might have contributed to the termination of the field trial. Hence, this research aims to evaluate the feasibility of GMM release in Malaysia by using a holistic approach based on an Islamic ethical-legal assessment under the maslahah-mafsadah (benefit-risk) concept. Three main strategies based on the maslahah-mafsadah concept approach have been applied: 1) an evidence-based approach, 2) an impact-based approach and, 3) a priority approach. The analysis concluded that GMM could be categorised as zanniyyah (probable). GMM is a promising alternative for dengue control, but many issues must be addressed before its widespread adoption. (shrink)

Claude Lefort’s theory of democratic indeterminacy has been an influential source among democratic theorists to demonstrate that democratic times lack absolute and determinate grounds on which to b...

The current research examines the possible outcomes of cronyism like organizational deviance, organizational cynicism, and counterproductive work behavior and also investigates the mediating variable violation of psychological contract among cronyism and its possible outcomes. Many studies have investigated the presence of organizational cronyism at the workplace and its impacts on certain variables. However, the outcomes observed in this study, i.e., OD, OCy, and counter-productive work behavior were not empirically investigated previously as per researchers’ knowledge. The second gap this study fills (...) is the mediating effect of VPC between the studied variables. Thirdly, the study was conducted in Azad Jammu and Kashmir, Pakistan, which is almost the first attempt to investigate this phenomenon in Azad Jammu and Kashmir. Data were collected from the employees working under different ministries of Azad Jammu and Kashmir, Pakistan like education, forest, sports, information, local government, finance, and tourism. The data from 350 employees were collected through convenience sampling. The data collection process was conducted at two distinct time lags. Results show that OC significantly and positively relates with OD, OCy, and counter-productive work behavior, whereas VPC mediates the relationship among OC and OD, OC, and counter-productive work behavior. Employees enjoying special favors from the leadership seem to be more dedicated toward the organization than the employees who do not have this favor, and the ultimate result is negative for the organization. (shrink)

The Bozeman scale is the most famous scale of statistical stylistics, and is based on the study of the vocabulary used by the author, and the number of verbs and adjectives in the text. Based on this scale, the ratio of dividing the number of verbs by the number of adjectives indicates its literary or sci-entific style and rationality. Therefore, this study aims to answer the follow-ing questions: How accurate is the Bozeman equation in measuring the lit-erary texts and the (...) emotionality of their authors? How does the style of a sermon differ from the style used in other literary arts? Do the subject and content of the sermon play a role in raising the level of the literary style and emotionality of the preacher? What factors affect the value of the Bozeman scale in political speeches and preaching sermons? What factors affect the value of the Bozeman scale in political speeches and preaching sermons? This study aims to apply this objective scale to sermons and compare the value of the scale in them with the percentages in other literary genres on which similar studies were conducted, such as poetry and letters. It also focuses on the impact of the content of the text on the value of the scale by comparing political speeches and preaching speeches. The study chose a sample of political speeches by Ziyâd b. Ebîh and Al-Hajjaj bin Yusuf Al-Thaqafi, and a sample of preaching sermons by `Omar bin Abdul Aziz and Al-Hassan Al-Basri, adopting the descriptive statistical analytical approach. The results revealed that the style of sermons is the most literary and emo-tional one among all other literary genres. Besides, preaching sermons sur-pass political speeches based on the value of the Bozeman scale, thus imply-ing that their style employs emotion, conscience, and literary images. In con-trast, political speeches are characterized by a rational style that relies on arguments and proofs. (shrink)

Tarımsal üretim pek çok ekonomide olduğu gibi Türkiye’de de önemli bir paya sahiptir. Özellikle fındık, çay ve yaş meyvelerin üretimi yakın tarihe kadar bilinçsizce gerçekleştirilse de günümüzde üretim imkânlarının gelişmesi sayesinde az maliyetle yüksek verim alınabilmektedir. Fakat başta miras yoluyla arazilerin bölünmesi, köyden şehre göç olmak üzere çeşitli nedenlerden dolayı ya tarım arazileri sahipleri tarafından terk edilmekte ya da yarıcılığa verilmek suretiyle işlenmeye devam edilmektedir. Halk arasında yarıcılık olarak bilinen bu ortaklıkların temeli, fıkıhtaki müzâraa ve müsâkāt ortaklıklarına dayanmaktadır. Bu çalışmanın (...) amacı halk arasında yarıcılık olarak bilinen ve uygulanan müsâkāt ortaklıklarının fındık bahçelerinde nasıl yapıldığını tespit etmek ve fıkhi problemlere neden olan uygulamadaki aksaklıkların giderilmesi için öneriler geliştirmektedir. Nitel araştırma yönteminin benimsendiği araştırmada, araştırma deseni olarak fenomenolojik yaklaşım kullanılmıştır. Araştırmamızın veri toplama yöntemi yarı yapılandırılmış görüşme ve doküman incelemesidir. Araştırmanın çalışma grubu kartopu örnekleme yöntemiyle seçilen ve daha önce müsâkāt akdi yapmış fındık bahçesi sahibi veya fındık bahçesinin mahsulüne ortak olmuş 8 kişiden oluşmaktadır. Çalışmanın, klasik fıkıhla irtibatının yanı sıra, halk arasında güncel bir uygulamanın nasıl yapıldığını ayrıntılarıyla ortaya koyması açısından sosyolojik, tarımsal üretimi konu edinmesi açısından ise tarım ekonomisini ilgilendiren boyutları bulunmaktadır. Agricultural production has an important role in the Turkish economy as in many countries. However, the hazelnuts, tea and fresh fruits have been produced through inefficient methods for a long time. With the development of technology and new techniques, farmers have started to produce more efficient agricultural production with low costs. The basis of these partnerships, known as sharecroppers among the farmers, is based on muzara’ah and musaqat partnerships in Islamic Law. However, today it is not known whether these partnerships are made in accordance with the conditions of muzara’ah and musaqat agreements. In this study, we investigate how musaqat partnerships are made over hazelnut production, and we also try to detect problems that appear during the partnership. In addition, we offer suggestions to eliminate the detected problems. When the literature on musaqat is examined, it is seen that this partnership agreement is not the subject of research separately, and that the issue is generally discussed in some fiqh issues that concern partnership agreements. During the literature review, it was seen that today there are no studies on how the partnership contract is fulfilled and what problems emerge in terms of Islamic law. The fact that this study directly focuses on the current practices of musaqat partnership and identifies the emerging fiqh problems will fill a gap in the literature. (shrink)

In this study, we investigate the notion of an intuitionistic fuzzy prime ideal and intuitionistic fuzzy weakly 2-absorbing ideal of a lattice as an expansion of a notion of a weakly prime ideal. Then, we characterize the concept of intuitionistic fuzzy weakly 2-absorbing ideals and intuitionistic fuzzy weakly primary ideals and give some results. Finally, we suggest the concept of an intuitionistic fuzzy weakly 2-absorbing ideals in a product of lattices.

Business Ethics, the Environment & Responsibility, Volume 31, Issue 2, Page 419-437, April 2022.

Rockburst phenomenon is the primary cause of many fatalities and accidents during deep underground projects constructions. As a result, its prediction at the early design stages plays a significant role in improving safety. The article describes a newly developed model to predict rockburst intensity grade using Adaptive Boosting classifier. A database including 165 rockburst case histories was collected from across the world to achieve a comprehensive representation, in which four key influencing factors such as maximum tangential stress of the excavation (...) boundary, uniaxial compressive strength of rock, tensile rock strength, and elastic energy index were selected as the input variables, and the rockburst intensity grade was selected as the output. The output of the AdaBoost model is evaluated using statistical parameters including accuracy and Cohen's kappa index. The applications for the aforementioned approach for predicting the rockburst intensity grade are compared and discussed. Finally, two real-world applications are used to verify the proposed AdaBoost model. It is found that the prediction results are consistent with the actual conditions of the subsequent construction. (shrink)

Muslim communities in the village facing the COVID-19 Pandemic attempts to find refuge from the plague and hope for survival. However, this led to more caution, which may lead to xenophobia. Via ethnography, this study unmasks the xenophobic attitude. This research discusses the root causes of panic in the community so that remedies can be implemented. The research attempts to explain, from a socio-anthropological viewpoint, how people and religious groups in the village perceive the pandemic of COVID-19 based on their (...) belief in their faith and in the science. The research takes place in Cigagak village, an area of approximately 7000 m2 on the outskirts of Bandung of West Java of Indonesia. This study examines the selected respondents from about 190 inhabitants who had close ties to managing places of worship and public places. This study utilises a collaborative self-ethnographic method and qualitative analysis. The influence of COVID-19 has moved to new exclusive and disintegrating practices from the inclusion-cohesive religious tradition. Therefore, this study tries to find out ways on how to reduce exclusive perception and religious practices to a minimum level and how to disappear xenophobia. Amid the COVID-19 Pandemic, inclusive awareness and actions were re-established, and even social cohesiveness was fostered. This study concludes that in its deep conviction nature, theology can change exclusive behaviour to be inclusive if it is based on the religious principles that are raised in response to human events. In this case, the Muslim community in a village can change the fear of COVID-19 pandemic to be a reducer of the panic based on the support of the religious doctrines.Contribution: This article used a collaborative self-ethnography with a religious socio-anthropological viewpoint. This study could help to solve social problems through theological convergence in Islamic milieu, especially that of the government’s formal Islamic organisation and organic Islamic leaders of the society. (shrink)

Includes an introd. of 49 p. by S. G. Abbas.

Nūr Muḥammad is one of the teachings in Sufism that studies the beginning of the creation of the universe. The Sufis discussed Nūr Muḥammad through God's tajallī (manifestation), and they believed that only Insan Kamil (Perfect Humans) possessed the perfection of His tajallī. This Sufi theory can be comprehended through the dhawqi approach. This research will deal with Nūr Muḥammad's theory of Sufism through the perspective of Tijaniyah Tarekat. The data for this study was obtained through library research utilizing a (...) documentary technique. The collected data will be analyzed using the descriptive analysis method. This study finds that the Tijaniyah Tarekat is a Sufism institution that bases its teachings and practices on the concept of Nūr Muḥammad in the form of ṣalawāt al-fātiḥ and ṣalawāt jawharah al-kamāl. This Tarekat's elucidation of Nūr Muḥammad is also built on and consistent with the explication of authoritative Sufis in Islam's intellectual and spiritual tradition. (shrink)

Could some social kinds be natural kinds? In this paper, I argue that there are three kinds of social kinds: 1) social kinds whose existence does not depend on human beings having any beliefs or other propositional attitudes towards them ; 2) social kinds whose existence depends in part on specific attitudes that human beings have towards them, though attitudes need not be manifested towards their particular instances ; 3) social kinds whose existence and that of their instances depend in (...) part on specific attitudes that human beings have towards them . Although all three kinds of social kinds are mind-dependent, this does not make them ontologically subjective or preclude them from being natural kinds. Rather, what prevents the third kind of social kinds from being natural kinds is that their properties are conventionally rather than causally linked. (shrink)

Computer vision and human–computer interaction are essential in many technological fields. Researchers in CV are particularly interested in real-time object detection techniques, which have a wide range of applications, including inspection systems. In this study, we design and implement real-time object detection and recognition systems using the single-shoot detector algorithm and deep learning techniques with pre-trained models. The system can detect static and moving objects in real-time and recognize the object’s class. The primary goals of this research were to investigate (...) and develop a real-time object detection system that employs deep learning and neural systems for real-time object detection and recognition. In addition, we evaluated the free available, pre-trained models with the SSD algorithm on various types of datasets to determine which models have high accuracy and speed when detecting an object. Moreover, the system is required to be operational on reasonable equipment. We tried and evaluated several deep learning structures and techniques during the coding procedure and developed and proposed a highly accurate and efficient object detection system. This system utilizes freely available datasets such as MS Common Objects in Context, PASCAL VOC, and Kitti. We evaluated our system’s accuracy using various metrics such as precision and recall. The proposed system achieved a high accuracy of 97% while detecting and recognizing real-time objects. (shrink)

With the advancement of scientific collaboration in the 20th century, researchers started collaborating in many research areas. Researchers and scientists no longer remain solitary individuals; instead, they collaborate to advance fundamental understandings of research topics. Various bibliometric methods are used to quantify the scientific collaboration among researchers and scientific communities. Among these different bibliometric methods, the co-authorship method is one of the most verifiable methods to quantify or analyze scientific collaboration. In this research, the initial study has been conducted to (...) analyze interdisciplinary research activities in the computer science domain. The ACM has classified the computer science fields. We selected the Journal of Universal Computer Science for experimentation purposes. The J.UCS is the first Journal of Computer Science that addresses a complete ACM topic. Using J.UCS data, the co-authorship network of the researcher up to the 2nd level was developed. Then the co-authorship network was analyzed to find interdisciplinary among scientific communities. Additionally, the results are also visualized to comprehend the interdisciplinary among the ACM categories. A whole working web-based system has been developed, and a forced directed graph technique has been implemented to understand IDR trends in ACM categories. Finally, the IDR values between the categories are computed to quantify the collaboration trends among the ACM categories. It was found that “Artificial Intelligence” and “Information Storage and Retrieval”, “Natural Language Processing and Information Storage and Retrieval”, and “Human-Computer Interface” and “Database Applications” were found the most overlapping areas by acquiring an IDR score of 0.879, 0.711, and 0.663, respectively. (shrink)