Multi-criteria inventory classification (MCIC) is popularly used to aid managers in categorising the inventory. Researchers have used numerous mathematical models and approaches, but few resorted to unsupervised machine-learning techniques to address MCIC. This study uses the expectation-maximisation (EM) algorithm to estimate the parameters of the Gaussian mixture model (GMM), a popular unsupervised machine learning algorithm, for ABC inventory classification. The EM-GMM algorithm is sensitive to initialisation, which in turn affects the results. To address this issue, two different initialisation procedures have been proposed for the EM-GMM algorithm. Inventory classification outcomes from 14 existing MCIC models have been given as inputs to study the significance of the two proposed initialisation procedures of the EM-GMM algorithm. The effectiveness of these initialisation procedures corresponding to various inputs has been analysed toward inventory management performance measures, i.e., fill rate, total relevant cost, and inventory turnover ratio.

Aim/Purpose: This study aims at investigating the factors that influence students’ continuous intention to use Moodle, as an exemplar of learning management systems (LMSs), in the post-adoption phase. Background: Higher education institutions (HEIs) have invested heavily in learning management systems (LMSs), such as Moodle and BlackBoard, as these systems enhance students’ learning and improve their interactions with the educational systems. While most studies on LMSs have focused on the pre-adoption or acceptance phases of this technology, the determinant factors that influence students’ continuance intention to use LMSs have received less attention in the information systems (IS) literature. Methodology: The theoretical model for this study was primarily drawn from the expectation-confirmation model (ECM). A total of 387 Kuwaiti students, from a private American University in the State of Kuwait, participated in this study. Partial least squares (PLS) was employed to analyze the data. Contribution: This study contributes to the existing scientific knowledge in different ways. First, this study extends the expectation confirmation model (ECM) by integrating factors that are important to students’ continuous intention to use LMSs, including system interactivity, effort expectancy, attitude, computer anxiety, self-efficacy, subjective norms, and facilitating conditions. Second, this study adds on a Kuwaiti literature context by focusing on the continuous intention to use LMSs, which is, to the best of our knowledge, the first study that extends and empirically assesses the applicability of the ECM in the LMSs context in a developing country – Kuwait. Third, this study conceptually and empirically differentiates between satisfaction and attitude, as two separate affect constructs, which were taken as interchangeable factors in ECM, and were disregarded by a large number of prior ECM studies concerned with continuous use intention. Finally, this study aims to assist HEIs, faculty members, and systems’ developers in understanding the main factors that influence students’ continuance use intention of LMSs. Findings: While subjective norms were not significant, the results mainly showed that students’ continuous intention to use Moodle is significantly influenced by performance expectancy, effort expectancy, attitude, satisfaction, self-efficacy and facilitating conditions. The study’s results also confirmed that satisfaction and attitude are two conceptually and empirically different constructs, conflicting with the views that these constructs can be taken as interchangeable factors in the ECM. Recommendations for Practitioners: This study offers several useful practical implications. First, given the significant influence of system interactivity on performance expectancy and satisfaction, faculty members should modify their teaching approach by enabling communication and interaction among instructors, students, and peers using the LMS. Second, given the significant influence of performance expectancy, satisfaction, and attitude on continuous intention to use the LMS, HEIs should conduct training programs for students on the effective use of the LMS. This would increase students’ awareness regarding the usefulness of the LMS, enhance their attitude towards the LMS, and improve their satisfaction with the system. Third, given the significant role of effort expectancy in influencing performance expectancy, attitude, and students’ continuous intention to use Moodle, developers and system programmers should design the LMS with easy to use, high quality, and customizable user interface. This, in turn, will not only motivate students’ performance expectancy, but will also influence their attitude and continuous intention to use the system. Recommendation for Researchers: This study conceptually and empirically differentiates between satisfaction and attitude, as two separate affect constructs, which were taken as interchangeable factors in ECM and were disregarded by a large number of prior ECM studies concerned with continuous use intention. Hence, it is recommended that researchers include these two constructs in their research models when investigating continuous intention to use a technology. Impact on Society: This study could be used in other countries to compare and verify the results. Additionally, the research model of this study could also be used to investigate other LMSs, such as Blackboard. Future Research: This study focused on how different factors affected students’ continuous intention to use Moodle but did not consider all determinants of successful system, such as system quality, information quality, and instructional as well as course content quality. Thus, future research should devote attention to the effects of these quality characteristics of LMS.

Aim/Purpose: The main aim of this study is to identify the factors that influence the continuance intention of use of innovative systems by non-academic employees of a private university and associated academic institutions in Bangladesh. Background: The targeted academic institutions have introduced many new online services aimed at improving students’ access to information and services, including a new online library, ERP or online forum, and the jobs-tracking system (JTS). This research is focused only on the JTS for two reasons. First, it is one of the most crucial systems for the Daffodil Family, as it enables efficient working across many institutes spread across the country and abroad. Second, it is employed in a wide variety of organisational institutes, not just the university. This study aims to discover negative factors that lead to a decrease in users’ intentions to continue using the system. The ultimate goal is to improve the motivation among administrative staff to use technology-related innovation by reducing or eliminating the problems. Methodology: G* power analysis was employed to determine the expected sample size. A questionnaire survey was conducted of 211 users of a new job tracking system from a private university in Bangladesh, to collect data for testing the suggested research model. The data was analysed using the structural equation technique, which is a powerful multivariate analysis mechanism. Contribution: This research contributes to the body of literature and helps better understand users’ continuance intention in the post-implementation phase of the JTS. It complements the micro-level examinations of continuance intention of using IT, by building on our understanding of the phenomenon at the individual level. Specifically, this study examines the role of technostress where organisations invest in IT to make their users more comfortable with innovative and new technologies like the JTS. Findings: This research develops a theoretical advancement of the expectation-confirmation theory, with implications for IT managers and senior management dealing with IT-related behaviour. All proposed hypotheses were supported. Specifically, the predictors of exhaustion – work overload, work–life balance, and role ambiguity – are significant. The core factors for satisfaction, perceived usefulness, and confirmation, are also found to be significant. Finally, satisfaction and exhaustion significantly influence continuance intention, in both positive and negative ways. Recommendations for Practitioners: This study gives an idea about some of the difficulties that people face when implementing new and innovative IT, particularly in academia in Bangladesh. It offers insights into strategies the management may want to follow when implementing new technology like the JTS. This study suggests strategies to increase satisfaction and reduce technostress among new users to enhance organisational support for change. Recommendation for Researchers: Methodologically, the study provides researchers about the technique that reduces the threat of the common method bias. First, it created a psychological separation between criterion and predictor variables. Second, the threat of common method variance was actively controlled by modelling a latent method factor and by using marker variables that researchers can use in their work. This study complements the micro-level examinations of continuance intention of using IT by building on our understanding of the phenomenon at the individual level. Researchers can extend this model by integrating other theories. Impact on Society: The findings of the study indicate that work overload, work–life conflict, and role ambiguity create tiredness, leading to lower user satisfaction with the system. Perceived usefulness and confirmation have an increasingly similar effect on users’ satisfaction with the system and their subsequent continuance intention. These findings tell university administrators what measures they should take to improve continuance intention of using innovative technology. Future Research: Future studies could conceptualise a five-factor personality model from the personal perspective of users. This model can also be extended by including the dimensions of absorptive capacity, i.e., the dynamic capabilities of users. Absorptive capacity of understanding, assimilating, and applying might influence the user’s perception of usefulness and confirmation of using JTS.

In this paper, two hypothetical frameworks are proposed through the application of quality function deployment (QFD) to integrate the current institutional level and program level student learning focus areas with the relevant institutional and program specific stakeholder expectations. A generic skillset proficiency expected of all the graduating students at the institutional level by the stakeholders is considered in the first QFD application example and a program specific knowledge proficiency expected at the program level by the stakeholders is considered in the second QFD application example. Operations management major/option is considered for illustration purposes at the program level. In addition, an assurance of learning based approach rooted in continuous improvement philosophy is proposed to align the stakeholder expectations with the relevant student learning outcomes at different learning tiers.

Aim/Purpose: This study examines the influence of Performance Expectancy (PE), Effort Expectancy (EE), and Facilitating Conditions (FC) on the use of smart phones for mobile learning by postgraduate students in University of Ibadan, Nigeria. Background: Due to the low level of mobile learning adoption by students in Nigeria, three base constructs of the Unified Theory of Acceptance and Use of Technology (UTAUT) model were used as factors to determine smart phone use for mobile learning by the postgraduate students in the University of Ibadan. Methodology: The study adopted a descriptive survey research design of the correlational type, the two-stage random sampling technique was used to select a sample size of 217 respondents, and a questionnaire was used to collect data. Descriptive statistics (frequency counts, percentages, mean, and standard deviation), test of norm, and inferential statistics (correlation and regression analysis) were used to analyze the data collected. Contribution: The study empirically validated the UTAUT model as a model useful in predicting smart phone use for mobile learning by postgraduate students in developing countries. Findings: The study revealed that a significant number of postgraduate students used their smart phones for mobile learning on a weekly basis. Findings also revealed a moderate level of Performance Expectancy (???? =16.97), Effort Expectancy (???? =12.57) and Facilitating Conditions (???? =15.39) towards the use of smart phones for mobile learning. Results showed a significant positive relationship between all the independent variables and use of smart phones for mobile learning (PE, r=.527*; EE, r=.724*; and FCs, r=.514*). Out of the independent variables, PE was the strongest predictor of smart phone use for mobile learning (β =.189). Recommendations for Practitioners: Librarians in the university library should organize periodic workshops for postgraduate students in order to expose them to the various ways of using their smart phones to access electronic databases. Recommendation for Researchers: There is a need for extensive studies on the factors influencing mobile technologies adoption and use in learning in developing countries. Impact on Society: Nowadays, mobile learning is increasingly being adopted over conventional learning systems due to its numerous benefits. Thus, this study provides an insight into the issues influencing the use of smart phones for mobile learning by postgraduate students from developing countries. Future Research: This study utilized the base constructs of the UTAUT model to determine smart phone use for mobile learning by postgraduate students in a Nigerian university. Subsequent research should focus on other theories to ascertain factors influencing Information Technology adoption and usage by students in developing countries.

Karachi's biryani vendors offer variations of the beloved dish, reflecting South Asia's shared heritage

Privacy: Ross Ulbricht handed in his appeal to the U.S. Supreme Court last week, highlighting an important Analog Equivalent Privacy Right in the process: Just because you’re using equipment that makes a third party aware of your circumstances, does that really nullify any expectation of privacy?

In most constitutions, there’s a protection of privacy of some kind. In the European Charter of Human Rights, this is specified as having the right to private and family life, home, and correspondence. In the U.S. Constitution, it’s framed slightly differently, but with the same outcome: it’s a ban for the government to invade privacy without good cause (“unreasonable search and seizure”).

U.S. Courts have long held, that if you have voluntarily given up some part of your digitally-stored privacy to a third party, then you can no longer expect to have privacy in that area. When looking at analog equivalence for privacy rights, this doctrine is atrocious, and in order to understand just how atrocious, we need to go back to the dawn of the manual telephone switchboards.

At the beginning of the telephone age, switchboards were fully manual. When you requested a telephone call, a manual switchboard operator would manually connect the wire from your telephone to the wire of the receiver’s telephone, and crank a mechanism that would make that telephone ring. The operators could hear every call if they wanted and knew who had been talking to whom and when.

Did you give up your privacy to a third party when using this manual telephone service? Yes, arguably, you did. Under the digital doctrine applied now, phonecalls would have no privacy at all, under any circumstance. But as we know, phonecalls are private. In fact, the phonecall operators were oathsworn to never utter the smallest part of what they learned on the job about people’s private dealings — so seriously was privacy considered, even by the companies running the switchboards.

Interestingly enough, this “third-party surrender of privacy” doctrine seems to have appeared the moment the last switchboard operator left their job for today’s automated phone-circuit switches. This was as late as 1983, just at the dawn of digital consumer-level technology such as the Commodore 64.

This false equivalence alone should be sufficient to scuttle the doctrine of “voluntarily” surrendering privacy to a third party in the digital world, and therefore giving up expectation of privacy: the equivalence in the analog world was the direct opposite.

But there’s more to the analog equivalent of third-party-service privacy. Somewhere in this concept is the notion that you’re voluntarily choosing to give up your privacy, as an active informed act — in particular, an act that stands out of the ordinary, since the Constitutions of the world are very clear that the ordinary default case is that you have an expectation of privacy.

In other words, since people’s everyday lives are covered by expectations of privacy, there must be something outside of the ordinary that a government can claim gives it the right to take away somebody’s privacy. And this “outside the ordinary” has been that the people in question were carrying a cellphone, and so “voluntarily” gave up their right to privacy, as the cellphone gives away their location to the network operator by contacting cellphone towers.

But carrying a cellphone is expected behavior today. It is completely within the boundaries of “ordinary”. In terms of expectations, this doesn’t differ much from wearing jeans or a jacket. This leads us to the question; in the thought experiment that yesterday’s jeans manufacturers had been able to pinpoint your location, had it been reasonable for the government to argue that you give up any expectation of privacy when you’re wearing jeans?

No. No, of course it hadn’t.

It’s not like you’re carrying a wilderness tracking device for the express purpose of rescue services to find you during a dangerous hike. In such a circumstance, it could be argued that you’re voluntarily carrying a locator device. But not when carrying something that everybody is expected to carry — indeed, something that everybody must carry in order to even function in today’s society.

When the only alternative to having your Constitutionally-guaranteed privacy is exile from modern society, a government should have a really thin case. Especially when the analog equivalent — analog phone switchboards — was never fair game in any case.

People deserve Analog Equivalent Privacy Rights.

Until a government recognizes this and voluntarily surrenders a power it has taken itself, which isn’t something people should hold their breath over, privacy remains your own responsibility.

Maryland is a 'developmental' program, as coach Mike Locksley likes to frequently remind, and it is in the midst of producing the next offensive player with star potential -- Octavian Smith Jr.

Republicans are touting big plans for the early days of the incoming Trump administration, saying their expected trifecta of power in the House, Senate and White House will allow them to fulfill a lengthy list of campaign promises.

It was a music shop at 10 High Street in Worcester: “Elgar Bros. Pianoforte & Music Warehouse.” It was in this shop that young Edward ... Read more

The post “His father keeps a shop”: Behind Edward Elgar’s struggle for respectability appeared first on CMUSE.

Help protect construction workers from injuries caused by falling tape measures with the Gear Keeper RT4 5603 Retractable Tape Measure Tether.

The Squids 3405 Metal Detectable Grabber with Belt Clip not only helps prevent objects from being dropped, it also signals metal detectors in food processing to prevent it from becoming a harmful foreign object.

The RT3-5605 Retractable Tether minimizes user fatigue and dangling tool entanglement.

Gear Keeper’s ANSI/ISEA-121 compatible RT3-5603 and RT3-5604 Retractable Tethers keep tools (up to 2 pounds) close to the body.

The RT3-5605 heavy-tool retractable tether is designed for tools up to 3.5 pounds. When a tool is retracted, lanyard exposure is minimized to avoid snagging.

Lansing, MI — Service sector workers with irregular schedules often experience greater levels of stress and exhaustion, according to a recent report.

The Grasshopper is a versatile dust goggle/spectacle for workers who move between temperature extremes. A soft, comfortable EVA foam dust filter with built-in air channels fills the gap between the goggles and the worker’s face to keep dust out.

A Parks Associates white paper reveals that most residential security owners prioritize fast and reliable response times when choosing their systems, while highlighting the challenges and innovations security providers face to meet these expectations.

For maximum durability and safety, Hammerhead Industries can mount any of its 2-Axis Gear Keeper retractable lanyards directly to its webbing belt.

Villejuif, France – Frequent use of workplace disinfectants may increase health care workers’ risk of developing chronic obstructive pulmonary disease, suggest researchers from France’s National Institute of Health and Medical Research.

Villejuif, France — Frequent use of common cleaning products and disinfectants at work may increase female nurses’ risk of developing chronic obstructive pulmonary disease by up to 38%, results of a recent study led by researchers from France’s National Institute of Health and Medical Research suggest.

The GuardRite Retractable Barrier is a modular and self-storing barrier system that can withstand up to 30,000 pounds of impact at 4 mph, making it ideal for guarding rail docks, finger docks, and wide loading and flatbed loading areas, as well as protecting sensitive equipment and pedestrian areas

The RT4-5602 retractable tool tether is designed for workers whose tasks go from requiring a single tool to needing multiple tools. The tether’s patented Quick-Connect tool interchangeability allows workers to attach additional lanyards with female fittings to all tools needed for the project.

Washington — The Environmental Protection Agency has developed a mobile app that allows users to easily search an online database of more than 400 disinfectant products that can help prevent and reduce the spread of SARS-CoV-2 – the coronavirus that causes COVID-19.

Gear Keeper’s RT3-5605 Heavy-Tool Retractable Tether’s ultra-low profile keeps tools close to the body when stored, while still allowing complete accessibility when in use.

A new series of four disinfectant sprayers are designed to quickly and effectively apply water-based Environmental Protection Agency List N disinfectants, sanitizers and deodorizers.

The Slice Smart-Retract Utility Knife combines a patented ceramic blade with the next advancement in safety features: smart-retract technology.

The S866 Retractable Cable Lockout Device allows employees to address challenging lockout situations, including gate valve and electrical applications.

Following the completion of the transactions, the US and Canadian businesses will operate independently, with Lactalis acquiring the US business and Sodiaal acquiring the Canadian business. 

When completed in 2027, Lactalis USA will have increased its U.S. feta production capacity to address current and future customer and consumer demand.

This study investigated the effects of solidification/stabilization (S/S) variables on visible and near-infrared (vis-NIR) spectral reflectance of solidified/stabilized low-temperature thermally desorbed (pre-treated) oil-based drill cuttings. Partial least squares (PLS) regression models were also developed to rapidly estimate the levels of total petroleum hydrocarbon (TPH), Cu, and Ba pres...

Abstract Purpose Over recent years, expectations for bystanders to intervene to interrupt or prevent domestic violence have increased. However, the extent of these expectations and the ways in which bystanders are supported to uphold these expectations remain ambiguous. Drawing on a scoping review methodology, this study aims to map the bystander expectations and advice contained […]

The post Global Expectations for Bystander Intervention in Domestic Violence: A Scoping Review of Governmental Policies and Community Resources in Eight Countries was curated by information for practice.

It has published 82 statements covering the knowledge, skills and behaviours the regulator believes that newly qualified social workers should possess at the point of registration to enable them to meet its professional standards. Social Work England consulted on the statements in 2022.

The post Social Work England sets out expectations of graduates joining profession was curated by information for practice.

The Columbus Blue Jackets start a new season Thursday night. The Jackets open the season at home inside Nationwide Arena against the Boston Bruins, and expectations are down following a 2015-2016 season that ended with the Jackets as one of the league's worst teams.

The thio­nocarbonate of trans-cyclo­octenediol, C9H12O2S, crystallizes with a 9/1 disorder in the position of the R,R and S,S-enanti­omers. As a result of trans-annulation, both rings adopt a twist conformation.

A symmetry guide for the secondary structural degrees of freedom and related physical properties generated by tilts of BX6 octahedra in perovskites is proposed.

In the family of perovskite materials, the tilts of BX6 octahedra are the most common type of structural distortion. Conventionally, the formation of low-symmetry perovskite phases with tilted octahedra is analyzed by considering only primary order parameters. However, octahedral tilting also gives rise to secondary order parameters which contribute to additional atomic displacements, ordering and lattice distortions. Our study highlights the significant impact of secondary order parameters on the structural formation and emergent physical properties of perovskites. Through group-theoretical and crystallographic analyses, we have identified all secondary order parameters within Glazer-type tilt systems and clarified their physical manifestations. We explore the fundamental symmetry relationships among various structural degrees of freedom in perovskites, including tilt-induced ferroelasticity, correlations between displacements and ordering of atoms occupying different positions, and the potential for rigid unit rotations and unconventional octahedral tilts. Particular emphasis is placed on the emergence of secondary order parameters and their coupling with primary order parameters, as well as their symmetry-based hierarchy, illustrated through a modified Bärnighausen tree. We applied our theoretical insights to elucidate phase transitions in well known perovskites such as CaTiO3 and RMnO3 (where R = La and lanthanide ions), thereby demonstrating the significant influence of secondary order parameters on crystal structure formation. Our results serve as a symmetry-based guide for the design, identification and structural characterization of perovskites with tilted octahedra, and for understanding tilt-induced physical properties.