An Analysis of Sentiment Using Aspect-Based Perspective
Aspect-based sentiment analysis; Convolutional neural network; Deep learning; Natural language processing
Opinions play a major role in almost every human practice. Finding product and service reviews is made easy online. Product reviews are readily available in huge quantities. Considering each review and making a concise decision about a product is not feasible or even possible. Aspect-based sentiment analysis (ABSA) is one of the best solutions to this problem. Summary and online reviews analysis is delivered in this paper. ABSA has made extensive use of machine learning techniques. Recent years have seen deep learning take off due to the growth of computer processing power and digitalization. When applied to various deep learning techniques, numerous NLP tasks produced futuristic results. An overview of various deep learning models used in the field of ABSA is presented in this chapter after an introduction to ABSA. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
Cognitive Science and Technology, pp. 809-818.
Rexi F.A., Christ University, Bengaluru, India; Preethi N., Christ University, Bengaluru, India
Post-millennials: Psychosocial Characteristics, Determinants of Health and Well-Being, Preventive and Promotive Strategies
Gen-Z; Hustle culture; Mental health; Post-millennial; Strength-based approach; Wellbeing
The post-millennial generation plays a significant role in the progress and development of every nation. The health and well-being of this generation needs critical focus. Post-millennial are unique, possesses an egalitarian worldview, global and open mind-set, commitment to the environment, society, and others. They are called digital natives due to their familiarity with social media and technology. They are also called snowflake generation due to their characteristics of being gentle and unique. Double income households and well-educated parents and their assistance make them a distinguished population. However, these characteristics are less explored while addressing the health and wellness concerns of this cohort. The present chapter discusses the psychosocial characteristics of the post-millennials and their implications exclusively in the mental health realm. It also presents the strength-based strategies to address the concerns of post-millennials and the significance of evidence-based practices in mental health and sensitizing mental health practitioners about the changing scenario. The Editor(s) (if applicable) and The Author(s), under exclusive license to Taylor and Francis Pte Ltd. 2022.
Jose K.A.; Thomas S.; Kumar P.A.; Syama S.
Handbook of Health and Well-Being: Challenges, Strategies and Future Trends, pp. 257-275.
Jose K.A., Department of Psychology, CHRIST (Deemed to Be University), Bengaluru, India; Thomas S., Department of Psychology, CHRIST (Deemed to Be University), Bengaluru, India; Kumar P.A., Department of Psychology, CHRIST (Deemed to Be University), Bengaluru, India; Syama S., School of Education, CHRIST (Deemed to Be University), Bengaluru, India
Upskilling and Curating the Potentials of IoT Enabled Smart Cities: Use Cases and Implementation Strategies
Connected charging stations; Detection sensors; Service quality; Smart building; Smart lighting; Smart street
The reason for opting the Internet of Things in the smart city system was to manage assets, resources and services efficiently and improve the operations across the city. This will be achieved by the inception of cognitive technologies, including the Internet of things (IOT). The IoT enabled Smart cities enables the utilities for improving transportation and accessibility, improve social services, promote sustainability, and give its citizens a voice. However, the barriers to smart cities are siloed, piecemeal implementations, growing expectations, uninformed citizens and shrinking budgets and little or no investment capital. Smart streetlights, lighting adapts to the activity on the street. Parking sensors provide real time information on an app where to find vacant parking spaces. Garbage sensors and automated waste collection are recent eras of smart cities. Overall it improves the operational efficiency and provides better quality of service. Thus, India thought of IoT enabled Smart cities which include housing, schools, offices and retail. In this paper, we examine significant aspects of an IoT infrastructure for smart cities, outlining the innovations implemented in the cities of India as use cases and Implementation Strategies. Exceptional attention is devoted to the potential applications of smart cities. 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.
Learning and Analytics in Intelligent Systems, Vol-25, pp. 67-78.
Sivarethinamohan R., Department of Professional Studies, CHRIST (Deemed to be University), Bengaluru, India; Sujatha S., K. Ramakrishnan College of Technology, Tamilnadu, Trichy, India
Role of plant tissue culture medium components
Carbon sources; Nanoparticles; Organic additives; Plant growth regulators; Plant tissue culture medium; Sterilization
The plant tissue culture technique is one of the most acquainted techniques and has been practiced since 1902 for the development of disease-free plants with desired quality, at a larger production rate within a short span of time, irrespective of the season. Each plant has its own morphology and nutritional requirements. Moreover, the nutritional requirement for the tissues in each part of the plant varies. Thus, for the optimal growth of the desired plant, the composition and choice of the suitable media are crucial factors. The formulation of the nutrient medium for the specific tissue and the specific plant plays a vital role in the development of suitable plant tissue culture techniques. This chapter discusses the main components of the plant tissue culture media: basic components which include macroelements, microelements, nitrogen sources (including amino acids), carbon sources, organic supplements (mainly vitamins and other supplements), growth regulators like auxins, cytokinins, gibberellins, abscisic acid, ethylene, and solidifying agents. The basic components have to be incorporated at a fixed concentration. The plant growth regulators are supplemented for organogenesis and the balance between the growth regulators depends on the type of tissue culture technique adopted. The additional supplements are incorporated into the media to achieve specific responses which include activated charcoal, antioxidants, ethylene inhibitors, and complex organic additives, and antibiotics/antifungal agents are supplemented to prevent plant loss due to contamination. The chapter also emphasizes the sterilization techniques and their importance in the plant tissue culture medium. The significance of the adoption of automated media preparation and incorporation of nanoparticles in the tissue culture media is also discussed. 2022 Elsevier Inc. All rights reserved.
Sudheer W.N.; Praveen N.; Al-Khayri J.M.; Jain S.M.
Advances in Plant Tissue Culture: Current Developments and Future Trends, pp. 51-83.
Sudheer W.N., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Praveen N., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Al-Khayri J.M., Department of Agricultural Biotechnology, College of Agriculture and Food Sciences, King Faisal University, Al-Ahsa, Saudi Arabia; Jain S.M., Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland
Microalgae: a promising tool for plastic degradation
Biodegradable; disposal; hazardous; microalgae; polyethylene; polymers; Spirulina
The use of plastics in the present-day routine is an unavoidable part of human life. It is posing a global environmental threat due to its never-ending accumulation. Complete disposal of plastics is a major problem, and for their complete degradation an effective solution or method has not been discovered yet. However, in order to turn to a biological approach for coping with the ever-increasing fear of plastic aggregation and decay, the development of a methodology would be useful for posterity. To eliminate plastic wastes, two scenarios exist: produce biodegradable plastics from renewable materials or fossil fuels as building blocks, such as hydrobiodegradable/oxo-biodegradable; or find appropriate microalgae and their toxins for the development of a protocol to effectively biodegrade the plastics. Just as biodegradation of plastics is a constructive option, as they are eco-friendly with not much harm done to the environment, the development of biodegradable plastic is also equally effective. Some of the algae that are isolated from the plastic wastes are green-algae, blue-green algae, diatoms, etc. Polyethylene is basically carbon and hydrogen polymer, which is exceptionally resistant to biodegradation (less than 0.5% over 100 years), whose degradation is dependent mainly on moisture, light, and temperature. The most used types of plastics like polyethylene terephthalate and polypropylene are a major threat as they are used in the manufacture of bottles, fibers, packing materials, etc. The degradation or disposal of these plastics is leading to their conversion into microsized particles which is further leading to harm to the environment, mainly when these microplastics interact with microalgae like Spirulina. However, landfill, incineration, and chemical methods are some of the conventional methods for polyethylene disposal that are fatal to the environment as they cause hazardous effects on flora and fauna. 2022 Elsevier Inc. All rights reserved.
Paladhi A.G.; Vallinayagam S.; Rajendran S.; Rathinam V.; Sharma V.K.
Microbes and Microbial Biotechnology for Green Remediation, pp. 575-587.
Paladhi A.G., Department of Life Sciences, Christ University, Karnataka, Bengaluru, India; Vallinayagam S., Department of Biotechnology, Mepco Schlenk Engineering College, Tamil Nadu, Sivakasi, India; Rajendran S., Department of Biotechnology, Mepco Schlenk Engineering College, Tamil Nadu, Sivakasi, India; Rathinam V., Department of Electronics and Communication Engineering, P.S.R Engineering College, Tamil Nadu, Sivakasi, India; Sharma V.K., Department of Biochemistry, Central University of Haryana, Haryana, Mahendergarh, India
Carbon dots as an effective material in enzyme immobilization for sensing applications
Carbon quantum dots (CQDs); electrochemical and fluorescence sensing; enzyme immobilization
In carbon dots (CDs), both graphene quantum dots and carbon quantum dots were the latest entrants to the carbon family, all of which are spherical carbon nanoparticles of size <10nm. CDs have found their way in the various applications in the field of chemical sensing, biosensing, bioimaging, photocatalysis, nanomedicine, and electrocatalysis ever since their discovery. CDs provide interesting attributes to electrochemical and optical biosensing using enzyme biosensor due to they have desired advantages of biocompatibility, excellent physicochemical properties, high resistance to photo bleaching, intrinsic non/low-toxicity, high solubility, large specific surface area for the binding of enzymes, and low quantum yields, as well as their ability for modification with the attractive surface area. Surface active functional groups such as epoxide, hydroxyl(OH), and carboxylic acid (COOH) groups can be used for the immobilizing biomolecules on CDs. The enzyme immobilization is a process which is generally carried out by ionic/covalent interaction, encapsulation, and adsorption. The process of adsorption is considered to be a simple, effective, and economical method for enzyme immobilization. Thus enzymes immobilized on CDs have shown significant improvement in both activity and stability. This chapter aims to throw light on the progress and development of enzyme immobilization (e.g., laccase, bovine serum albumin, and horseradish peroxidase) in the CDs, which acts as a probe for sensing application, with laying emphasis on their synthesis along with the challenges faced in this exciting and promising field. 2023 Elsevier Inc. All rights reserved.
Carbon Dots in Analytical Chemistry: Detection and Imaging, pp. 241-253.
Ponmudi K., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Cherian A.R., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Varghese A., Department of Chemistry, CHRIST (Deemed to be University), Karnataka, Bengaluru, India
Green Supply Chain Management: Attaining Sustainable Competitive Advantage
Sharma V.; Maheshkar C., Sr.; Poulose J.
Emerging Trends in Decision Sciences and Business Operations, pp. 235-260.
https://doi.org/10.4324/9781003315568-13 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143954899&doi=10.4324%2f9781003315568-13&partnerID=40&md5=3284fabeb91f54dc756bfeafc47b0c45
Sharma V., CHRIST, India; Maheshkar C., Sr., University of Indore, India; Poulose J., CHRIST, India
Coralloid roots; Cyanobacteria; Cycads; Nostoc; Symbiosis
Cyanobacteria are a widespread group of phototrophic bacteria that are morphologically diverse and present on almost every environment on earth. Many cyanobacteria are able to fix atmospheric nitrogen and thus are able to form symbiotic association with a wide range of eukaryotic hosts such as plants, fungi, sponges, and protists. Cyanobacteria are able to provide carbon to nonphotosynthetic hosts such as fungi, but their primary role is to supply fixed nitrogen to enable the host to flourish in nitrogen poor environments. In turn, cyanobionts get the benefits of protection from competition, predation, and environmental extremes. Of all the cyanobacterial symbiotic associations, this chapter focuses on understanding the symbiotic association between gymnosperm and cyanobacteria. Species belonging to phylum cycadophyta are associated with nitrogen-fixing cyanobacteria (Nostoc species) through small specialized roots called coralloid roots. The cyanobionts are expected to have a heterotrophic mode of carbon nutrition, due to their location in coralloid roots (complete darkness). 2023 Elsevier Inc. All rights reserved.
Microbial Symbionts: Functions and Molecular Interactions on Host, pp. 29-37.
Mishra N., Department of Botany, St. Joseph's University, Karnataka, Bengaluru, India; Rakesh B., Department of Life Sciences, Christ University, Karnataka, Bengaluru, India
Impact of chitosan and chitosan-based nanoparticles on genetic transformation: an overview
Chitosan; Chitosan nanoparticle; Genetic transformation; Nanoparticle mediated transformation
Currently, the primary challenge to modern agricultural science is to meet the global demand for products and ensure food security for the growing population. No doubt the conventional plant breeding techniques and use of agrochemicals to obtain greater crop productivity and variety have been established to fight against biotic and abiotic stress in plants for better yield of agricultural products. The scientific community is exploring better techniques that can satisfy the need of mankind without affecting the ecosystem. Genetic engineering in plants is a recent advancement in the field of plant biotechnology and is more precise and can quickly obtain the desired trait in plants. This technology majorly focuses on improving the crop yield and quality by expressing desirable genes that are responsible for desirable traits such as tolerance to extreme conditions, herbicide, pest resistance, and enhanced secondary metabolite production, which is of medical importance. Nanomaterial-mediated genetic transformation is one reliable and efficient means of crop improvement for sustainable development in agricultural science. This technology has revolutionized modern agriculture as they are used as an effective delivery system to plants. Chitosan-based nanoparticles find their best application as nano-carrier due to their intrinsic properties such as cationic, biocompatible, high loading capacity, and good penetration potential with good release kinetics. Thus chitosan nanoparticles are used to deliver different types of genetic materials such as DNA, RNA, miRNA, siRNA, pDNA, CRISPR/Cas9 single guide RNA for plant transformation. This chapter provides an overview of chitosan nanoparticles as a delivery system and with a focus on their application as a safe genetic delivery system in plants. 2022 Elsevier Inc. All rights reserved.
Akashpriya C.; Gopishankar T.; Praveen N.; Vasantha V.L.
Role of Chitosan and Chitosan-Based Nanomaterials in Plant Sciences, pp. 387-400.
Akashpriya C., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Gopishankar T., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Praveen N., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Vasantha V.L., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India
Application of Nanomaterials in Fuel Cell and Photovoltaic System
The emerging appliances and components of nanotechnology facilitate pioneering and cost-efficient strategies to meet the ever-growing energy demands. Employment of nanomaterials fetched innovative approaches for processing, storing, and exchange of energy owing to its nanosized and well-defined structure. This review presents an overview of the involvement of nanomaterials that made breakthroughs in the field of fuel cell and photovoltaic technologies. While the morphologies and unique dimensions of nanostructures offered novel electrolytes and high surface area for fuel cell catalysts; the probability of quick separation and collection of photogenerated charge carriers was enhanced in solar cells. This book chapter will focus on the recent research and developments for improving efficiency and lower device fabrication cost in nano-enabled fuel and solar cells. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
Materials Horizons: From Nature to Nanomaterials, pp. 149-167.
Thomas R., Department of Physics and Electronics, CHRIST (Deemed to be University), Bangalore, 560029, India; Manoj B., Department of Physics and Electronics, CHRIST (Deemed to be University), Bangalore, 560029, India
Synthesis and physico-chemical characterization of ZnS-based green semiconductor: A review
Solar cell; Synthesis; ZnS base composite material
One-dimensional (1D) semiconductor nanostructures have been attracting a great deal of attention because of their excellent electronic and optoelectronic performance. Zinc sulfide (ZnS) nanostructures have attracted increasing attention because of their potential application in both conditional optical devices and new generation of green nanostructure semiconductors because of their special structure-related physical and chemical properties. Synthetic form of ZnS can be transparent, and it is used as a window for visible optics, infrared optics, and functional materials. In this chapter, the detailed studies of synthesis, characterization of crystals, and noncrystalline behavior is reported. The crystal structure of semiconductor and its morphological studies are compared and fabrication methods will be described. The major parameters that influence on ZnS doped with metal ions and rare earth ions and its optoelectronic properties will be carefully analyzed. In addition, the primary application of ZnS micro- and nanocrystals will be described. At the end, the predicted future applications and development directions of doped and undoped ZnS nanocrystals will be given. 2023 Elsevier Ltd. All rights reserved.
Dubey N.; Dubey V.; Kaur J.; Saji J.; Dhoble S.J.
Functional Materials from Carbon, Inorganic, and Organic Sources: Methods and Advances, pp. 425-451.
Dubey N., Department of Physics, Govt. V.Y.T.PG. Auto. College Durg, Chhattisgarh, Durg, India; Dubey V., Department of Physics, Bhilai Institute of Technology Raipur, Chhattisgarh, Raipur, India; Kaur J., Department of Physics, Govt. V.Y.T.PG. Auto. College Durg, Chhattisgarh, Durg, India; Saji J., Department of Sciences and Humanities, School of Engineering and Technology, Christ (Deemed to be University), Karnataka, Bangalore, India; Dhoble S.J., Department of Physics, R.T.M. Nagpur University, Maharashtra, Nagpur, India
Impact of chitosan and chitosan nanoparticles on seed germination: probabilities and prospects
Agriculture; Chitin; Chitosan; Nanoparticles; Seed germination
Agriculture is the science and practice of making plants and animals for the food for animals, and humans at large. It is used not only for food but also for other needs like wool, silk, leather, etc and now we start to use these agricultural practices for making plants and animals as bioreactors for making valuable pharmaceuticals. But, the main segment of agriculture is related to the cultivation of plants. Even though many types of plant propagation systems are available, the use of seeds is considered to be the most commonly used method in many crop varieties. The productivity of the crops is largely depending on healthy seedling production. There are many methods including the traditional methods to improve seedling development. Recent scientific developments help in the development of better seedlings and thereby the crop yield. Chitosan and its nanoparticles are being used in agriculture in different aspects starting from seed germination and seedling development apart from the use in controlled release of the nutrients. In the present chapter, the use of chitosan and chitosan nanoparticles in agriculture especially in the stages of seed germination and seedling development in different crop varieties is discussed. 2022 Elsevier Inc. All rights reserved.
Preetha R.T.; Pagare V.; Joseph B.V.; Praveen N.
Role of Chitosan and Chitosan-Based Nanomaterials in Plant Sciences, pp. 213-237.
Preetha R.T., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Pagare V., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Joseph B.V., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India; Praveen N., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bangalore, India
Impact of COVID-19 on Gig Workers with Special Reference to Food Delivery Executives
COVID-19 pandemic; Food delivery executives; Gig economy; Gig workers; Impact
The gig economy, popularly known as shared economy or collaborative work, has acquired a public and academic interest in the twenty-first century. The concept stresses entering into short-term contracts and does not promise any permanent job. The employees in the Gig economy with temporary work relationships are also referred to as gig workers. Any unexpected change in the pulse of the economy has an impact on the gig economy. The COVID-19 pandemic has affected the economy and the gig workers over the last few months. This book chapter provides a timely intervention into the gig workers, particularly the food delivery executives in India. Their remunerations, benefits, and difficulties from a pandemic perspective are included in the chapter. The authors try to bring in the employees views of the work they do and the differences, which have been brought in as an aftermath of the pandemic. The chapter also throws light on the recent government initiatives to benefit gig workers in the economy. The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022.
Jose N.M.; Joseph D.; Purswani G.; Girish S.
Sustainability in the Gig Economy: Perspectives, Challenges and Opportunities in Industry 4.0, pp. 111-124.
Jose N.M., Department of Commerce, School of Commerce, Finance and Accountancy, CHRIST (Deemed To Be University), Bangalore, 560029, India; Joseph D., Department of Commerce, School of Commerce, Finance and Accountancy, CHRIST (Deemed To Be University), Bangalore, 560029, India; Purswani G., Department of Commerce, School of Commerce, Finance and Accountancy, CHRIST (Deemed To Be University), Bangalore, 560029, India; Girish S., Department of Commerce, School of Commerce, Finance and Accountancy, CHRIST (Deemed To Be University), Bangalore, 560029, India
COVID-19 and Mental Health of Indian Youth: Association with Background Variables and Stress
Demographic variables: COVID-19; India; Mental health; Stress; Youth
The coronavirus has become a public health concern of the decade, affecting the economic, social, and psychological stability of the whole world. Having understood the detrimental impact of the pandemic to the mental health of people of all age groups, youth is understood to be the most vulnerable population who receives its direct impact. The broad objective was to study the mental health status of Indian youth and its association with various demographic variables. Psychological stress and mental health was another relationship that was explored. A group of 317 participants between the age group of 19 to 29 voluntarily took part in the online survey. Gender was found to be associated with overall mental health status (p < 0.01) as well its correlates, namely anxiety (p < 0.05), depression (p < 0.05), and loss of behavioral control (p < 0.01). Association between age and loss of positive affect (p < 0.05), number of siblings and loss of behavioral control (p < 0.01), and family environment and overall mental health scores (p < 0.001) were found. Similarly, feeling of restlessness during lockdown (p < 0.001), availability of support (p < 0.001), and feeling the need to consult a mental health professional were associated with the overall mental health score as well as all its sub-scales. Further, there were strong negative correlations between psychological stress and overall mental health scores, as well as that of anxiety, depression, and loss of behavioral control and positive affect sub-scales. The study highlighted the need for psychological support services for the youth population of the country to cope with and adapt to the new situation. The Editor(s) (if applicable) and The Author(s), under exclusive license to Taylor and Francis Pte Ltd. 2022.
Handbook of Health and Well-Being: Challenges, Strategies and Future Trends, pp. 357-373.
Deb S., Ministry of Youth Affairs and Sport, Rajiv Gandhi National Institute of Youth Development, Government of India, Chennai, India; Dorji N., Faculty of Nursing and Public Health (FNPH), Khesar Gyalpo University of Medical Sciences of Bhutan, Thimphu, Bhutan; Sunny A.M., Department of Applied Psychology, Ministry of Youth Affairs and Sport, Rajiv Gandhi National Institute of Youth Development, Government of India, Chennai, India; Deb S., Department of Psychology, CHRIST (Deemed To Be University), Bengaluru, India
Biological activity; Biosynthesis; Elicitation strategies; Metabolic engineering; Plant cell and organ culture; Tocopherol
Tocopherols are an essential dietary nutrient for mammals and photosynthetic products produced by green plants. Tocopherols commonly referred to as vitamin E exist in four forms (?-, ?-, ?-, and ?-tocopherol). Synthetic ?-tocopherol is a mixture of eight racemic forms and is less effective than natural tocopherol, thus the demand for plant-derived tocopherols is high. Tocopherols are lipophilic antioxidant and extensively used as therapeutic agents such as anti-inflammatory, anti-infection, anticancer, immune-stimulant, and nephro-protectant. They are also used as food additives and nutraceuticals. Plant cell and tissue culture is one of the promising techniques for mass production of tocopherols to meet the commercial demand. Optimizing physical and chemical factors for in vitro culture system has resulted in better accumulation of the product. Moreover, using bioreactors, precursor feeding, elicitation, biotransformation, and metabolic engineering approaches have resulted in enhanced yield of tocopherols from in vitro cultures. The present chapter deals with various important aspects of tocopherol in vitro production such as biosynthesis of tocopherol with special emphasis on key enzymes involved in the pathway whose modulation in expression can increase the yield of the product. Topics discussed include production of tocopherol from callus, cell and organ culture, metabolic engineering for mass production, different methods employed for extraction and quantification of tocopherols, and their biological activities and commercial applications. The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022.
Lakshmaiah V.V.; Joseph B.V.; Bhaskar R.; Ulhas R.S.; Al-Khayri J.M.; Nagella P.
Nutraceuticals Production from Plant Cell Factory, pp. 287-319.
Lakshmaiah V.V., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Joseph B.V., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Bhaskar R., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Ulhas R.S., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Al-Khayri J.M., Department of Agricultural Biotechnology, College of Agriculture and Food Sciences, King Faisal University, Al-Ahsa, Saudi Arabia; Nagella P., Department of Life Sciences, CHRIST (Deemed to be University), Karnataka, Bengaluru, India
The machine learning algorithms for data science applications
It is going to be data-driven insights and insights-driven decisions and actions for the total humanity. Data is being recognized as the new fuel for any individual, innovator, and institution to envisage and deliver smart and sophisticated services to its clients and customers. Data is being touted as a strategic asset for any enterprise to insightfully plan ahead and provide next-generation offerings and premium services with clarity and confidence. Newer products and solutions can be unearthed and deployed to assist humans in their everyday decisions, deals, and deeds. However, for data to be overwhelmingly beneficial, data getting garnered from multiple places have to be transitioned into information and knowledge. The process for enacting this strategically sound transformation is being continuously updated and upgraded for achieving the required optimization. That is, process excellence is gaining the attention of professors and professionals. Further on, there are scores of automated tools and enabling platforms for empowering this transition activity. Data analytics is being touted as the prime method to extract actionable insights out of data heaps. In the recent past, with the flurry of artificial intelligence (AI) algorithms, frameworks, libraries, platforms, accelerators, specialized engines, and highperformance processing architectures, AI-enabled data analytics is seeing the reality. Data science is the fast-emerging and evolving domain of study and research for finding viable ways and means that can simplify and streamline the activity of emitting hidden and useful knowledge out of data volumes. In this chapter, we want to dig deeper to spell out the strategic implications of data science technologies, tools, platforms, and infrastructures. Especially how machine learning (ML) algorithms are influencing the futuristic field of data science. The Institution of Engineering and Technology 2022.
Raj P.; Augustine D.P.; Soundarabai P.B.
Demystifying Graph Data Science: Graph algorithms, analytics methods, platforms, databases, and use cases, pp. 345-378.
Institution of Engineering and Technology
https://doi.org/10.1049/pbpc048e_ch16 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159020285&doi=10.1049%2fpbpc048e_ch16&partnerID=40&md5=702d2a201fd8851aad6f0695b7b09a9b
Raj P., Edge AI Division, Reliance Jio Platforms Ltd, Bangalore, India; Augustine D.P., Department of Computer Science, Christ University, India; Soundarabai P.B., Department of Computer Science, Christ University, India
The Future of the Gig Professionals: A Study Considering Gen Y, Gen C, and Gen Alpha
COVID-19; Gen Alpha; Gen C; Gen Y; Gig economy; Great economic recession
This article aims to analyze the reasons behind the gig economys growth considering the present and future. From few empirical pieces of evidence, it is clear that the gig economy took shape after the 2008 great economic recession, where unemployment rose in leaps and bounds along with voluntary job leaving. In recent times, the COVID-19 pandemic is one of the primary reasons for the forced rise of the gig economy. Strategically and practically speaking, from the economic point of view, the gig economy is dominated by Gen Y and Gen C and will be dominated by Gen Alpha soon. However, there are very fragile differences between Gen Y, C, and Gen Alpha; all three generations are lashed together in the name of tech-savvy and flexibility-seekers. Thus, this article justifies the influence of technology generations and the rise of the gig economy. There is less research work exclusively on Gen Y, C, and Alpha. Still, regarding the gig economy in light of the great economic recession and COVID-19, this new work highlights originality. Future researchers working on Gen Alpha and Gen C can explore the role of digital technologies in changing routine life and its impact on their personal life and career life. Technology has been a significant reason for the sprung-in gig jobs. However, it can also have adverse outcomes, which has scope to be explored. Thus, this research may be a catalyst for future research works in similar lines. The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022.
Raja M.A.S.; Kumar A.V.A.; Makkar N.; Kumar S.; Varma S.B.
Sustainability in the Gig Economy: Perspectives, Challenges and Opportunities in Industry 4.0, pp. 305-324.
Raja M.A.S., Department of Commerce, CHRIST (Deemed To Be University), Bangalore, India; Kumar A.V.A., Department of Commerce, Jain College, Vasavi Campus, Bengaluru, India; Makkar N., Institute of Innovation in Technology and Management, Delhi, Janakpuri, India; Kumar S., School of Management, Presidency University, Bangalore, India; Varma S.B., Department of Economics, Meghanad Desai Academy of Economics, Mumbai, India, Ottomans Turkish Restaurant, Chennai, India
How Are We Surviving the Pandemic, COVID-19?: Perspectives from Hospitality Industry Workers in Australia
Australian hospitality; COVID-19; hospitality industry; pandemic; rebuilding; real-time assessment
The COVID-19 pandemic has been disastrous and has affected the hospitality industry worldwide, and the people working in the sector were impacted immensely. The purpose of this study is to understand the viewpoints of hospitality workers in Australia on how lockdowns have impacted professional and personal well-being. The case study methodology is adopted for this study. Viewpoints from Australian hospitality workers were collected through semi-structured interviews. With the pandemic taking surprising turns with the rise of new infections and in turn new pandemic waves, the industry is facing a constant lurking fear of lockdowns. Changing variants of COVID-19 creates a profound effect on the psychological and personal well-being of the people employed in the hospitality sector. This chapter would reflect upon the viewpoints of hospitality workers in Australia after two years of the COVID-19 crisis. A real-time assessment is required to understand the vulnerability of hospitality industry workers in a developed country. 2023 Priyakrushna Mohanty, Anukrati Sharma, James Kennell and Azizul Hassan.
Mehta R.; Singh A.M.; Hussain S.; Gavinolla M.R.; Mohanty P.
The Emerald Handbook of Destination Recovery in Tourism and Hospitality, pp. 285-298.
Mehta R., University of West Sydney, Australia; Singh A.M., Department of Tourism and Hospitality Management, Jamia Millia Islamia (A Central University), New Delhi, India; Hussain S., Department of Tourism and Hospitality Management, Jamia Millia Islamia (A Central University), New Delhi, India; Gavinolla M.R., National Institute of Tourism and Hospitality Management, India, Vidzeme University of Applied Sciences, Latvia; Mohanty P., Department of Business Administration (Tourism), Christ University, Bengaluru, India
Empirical Assessment of Artificial Intelligence Enablers Strengthening Business Intelligence in the Indian Banking Industry: ISM and MICMAC Modelling Approach
Considering the context of the issue based on literature survey and expert opinion, this study investigates the drivers of Artificial Intelligence (AI) implementation, which further strengthens the Business Intelligence (BI) in taking better decision-making industries in India. For the purpose of serving the objective of examining the enablers towards having a smarter AI ecosystem in banking, the relevance of identified enablers from exhaustive literature survey were discussed with the experts from banking sector and AI professionals. Based on their opinion, 15 final enablers were defined based on the data collected have been put through Interpretive Structural Modelling (ISM) that reveals the binary relationship between the enablers to draw a hierarchical conclusion, and then assess the enablers about their independence, linkage, autonomous character, and dependence based on their calculated driving and dependence power through MICMAC analysis. The ISM and MICMAC integrated approaches have been used to establish interdependence among the enablers of AI in banking in India context. The study reveals that strong algorithms result in building quality AI information, and also the efforts from management related to commitment, financial readiness towards technological advancement, training, and skill development are quite essential in making the baking system smarter and would enable the industry to take better management decision. 2023 selection and editorial matter, Deepmala Singh, Anurag Singh, Amizan Omar & S.B Goyal.
Business Intelligence and Human Resource Management: Concept, Cases, and Practical Applications, pp. 161-189.
Shekhar S., Logistics Division, MoC, Indian Institute of Foreign Trade (IIFT), New Delhi, India; Chandan, Department of Professional Studies, CHRIST (Deemed-to-be University), Bengaluru, India
Litigating for Climate JusticeChasing a Chimera?
Across the world, in recent decades, climate litigations have been playing essential roles in shaping domestic policies and legal frameworks on climate change and also in rendering climate justice. There has also been a continuous rise in the development of climate actions, and climate claim litigations by individuals, civil society, and non-state actors. The Indian Supreme Court, High Courts, and the National Green Tribunal have played a significant role in environmental governance by interpreting constitutional and statutory rights to include a right to the environment over the past decades. Nevertheless, with the latest trends in climate litigations, climate challenges have grown across varied climate-related issues, requiring a new judicial approach. In its analysis of climate claims, the justice dispensation mechanism ought to comprehend the shortcomings and be able to generate solutions, similar to those adopted by the courts in the United States, the United Kingdom, and the Netherlands. An analyses of the approach taken by courts in developing nations namely in the Philippines, South Africa, and Pakistan that have compelled governments and corporates to meet their climate commitments are examined. Climate litigation in India has been emerging rapidly over the past decade. As the claims are increasing, the courts and the National Green Tribunal need enhanced capacity building to address climate litigations. This chapter seeks to address the feasibility and implication of equipping courts to address climate litigation. We review the scope of climate litigation and consider the challenges and opportunities to ensure climate justice. This chapter concludes by outlining possible opportunities and challenges in interlinking climate litigation and climate justice in India. The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022.
Environment, Climate, and Social Justice: Perspectives and Practices from the Global South, pp. 189-206.
Ramesh M.K., National Law School of India University, Bengaluru, India; Jacob V.A., School of Law, Christ University, Karnataka, Bangalore, India