Parental Verbal Mediation For Children\u27s Internet Use

This study explores the different communication strategies parents employ when speaking to their children about their Internet use. The Internet is continuously and rapidly expanding in terms of content range and mobility, and is becoming more and more an integrated and essential part of children across the nation. Thus, parents must be willing and equipped to educate their children about their habits of Internet use through effective mediation strategies. The goal of this study is to understand not only how parents speak to their children about their Internet use, but also how parents currently perceive the significance of these conversations. In addition, the study aims to discover whether there are any associations between parents’ demographic information and the type of mediation strategy they prefer. The objective of the study is to help parents learn to communicate more effectively with their children about healthy Internet practices. Two divergent mediation strategies are discussed. Active parental mediation emphasizes parents engaging in active discussion with their children, as well as providing a warm, encouraging tone when speaking about Internet use. Restrictive parental mediation refers to primarily relying on household rules to protect their children from the negative influences of the Internet, as well as technological software that helps to protect them from inappropriate content. These communicative strategies not only help their children navigate the countless opportunities provided by the Internet, but also arm them to protect themselves against the dangers of the Internet that threatens their healthy cognitive, social, and emotional development. Research has found that the verbal component of communication has a greater impact than the behavioral component of parental influence. Therefore, the study also emphasizes the verbal component of parents’ mediation strategies, including the frequency, conversation and conformity communication styles, and openness and honesty. 161 parents from a whole family unit (i.e., composed of the biological children of heterosexual spouses) are recruited to participate in an online survey. Results indicate that parents are currently employing a heavily integrated methodology of both strategies. Parents report to possess a high perception of importance in verbally communicating to their children about their Internet use. Multiple hierarchical regression analyses indicate that male parents are more prone to employ restrictive parental mediation than female parents, and that higher education has a positive effect in the employment of both active parental mediation and restrictive parental mediation. Implications and suggestions for future research are discussed from results

Resolving Class Imbalance for LiDAR-based Object Detector by Dynamic Weight Average and Contextual Ground Truth Sampling

An autonomous driving system requires a 3D object detector, which must perceive all present road agents reliably to navigate an environment safely. However, real-world driving datasets often suffer from the problem of data imbalance, which causes difficulties in training a model that works well across all classes, resulting in an undesired imbalanced sub-optimal performance. In this work, we propose a method to address this data imbalance problem. Our method consists of two main components: (i) a LiDAR-based 3D object detector with per-class multiple detection heads where losses from each head are modified by dynamic weight average to be balanced. (ii) Contextual ground truth (GT) sampling, where we improve conventional GT sampling techniques by leveraging semantic information to augment point cloud with sampled ground truth GT objects. Our experiment with KITTI and nuScenes datasets confirms our proposed method's effectiveness in dealing with the data imbalance problem, producing better detection accuracy compared to existing approaches.Comment: 10 page

\u3ci\u3eQuid Pro Quo\u3c/i\u3e? The SEC Oversight Enforcement and Corporate Lobbying

Due to the private nature of its internal investigations, research on the SEC oversight enforcement is limited. By distinguishing between enforcement staff’ decision to open an investigation (investigation decision) and commissioners’ authorization of an enforcement action (enforcement decision), this study is the first to examine how these two decisions interplay to overcome the political capture while fulfilling the SEC’s mission to protect investors. First, I do not find evidence that investigation decision is influenced by firms’ political connections, whereas enforcement decision is affected by firms’ lobbying efforts. Collectively, my results imply that there exists a misalignment between commissioners’ political incentives and the staff’ career incentives in the SEC oversight enforcement. My results also suggest that a firm’s opportunistic lobbying during an investigation (reactive lobbying) is effective in reducing the probability of an SEC enforcement action, while habitual lobbying activities in anticipation of possible adverse events (proactive lobbying) do not shield a firm from regulatory scrutiny

Coverage Analysis of Dynamic Coordinated Beamforming for LEO Satellite Downlink Networks

In this paper, we investigate the coverage performance of downlink satellite networks employing dynamic coordinated beamforming. Our approach involves modeling the spatial arrangement of satellites and users using Poisson point processes situated on concentric spheres. We derive analytical expressions for the coverage probability, which take into account the in-cluster geometry of the coordinated satellite set. These expressions are formulated in terms of various parameters, including the number of antennas per satellite, satellite density, fading characteristics, and path-loss exponent. To offer a more intuitive understanding, we also develop an approximation for the coverage probability. Furthermore, by considering the distribution of normalized distances, we derive the spatially averaged coverage probability, thereby validating the advantages of coordinated beamforming from a spatial average perspective. Our primary finding is that dynamic coordinated beamforming significantly improves coverage compared to the absence of satellite coordination, in direct proportion to the number of antennas on each satellite. Moreover, we observe that the optimal cluster size, which maximizes the ergodic spectral efficiency, increases with higher satellite density, provided that the number of antennas on the satellites is sufficiently large. Our findings are corroborated by simulation results, confirming the accuracy of the derived expressions

The impact of an employee's psychological contract breach on compliance with information security policies: intrinsic and extrinsic motivation

Despite the rapid rise in social engineering attacks, not all employees are as compliant with information security policies (ISPs) to the extent that organisations expect them to be. ISP non-compliance is caused by a variety of psychological motivation. This study investigates the effect of psychological contract breach (PCB) of employees on ISP compliance intention (ICI) by dividing them into intrinsic and extrinsic motivation using the theory of planned behaviour (TPB) and the general deterrence theory (GDT). Data analysis from UK employees (\textit{n=206}) showed that the higher the PCB, the lower the ICI. The study also found that PCBs significantly reduced intrinsic motivation (attitude and perceived fairness) for ICI, whereas PCBs did not moderate the relationship between extrinsic motivation (sanction severity and sanctions certainty) and ICI. As a result, this study successfully addresses the risks of PCBs in the field of IS security and proposes effective solutions for employees with high PCBs.Comment: 27 pages, 3 figure

Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning

Bipolar disorder (BD) is closely associated with an increased risk of suicide. However, while the prior work has revealed valuable insight into understanding the behavior of BD patients on social media, little attention has been paid to developing a model that can predict the future suicidality of a BD patient. Therefore, this study proposes a multi-task learning model for predicting the future suicidality of BD patients by jointly learning current symptoms. We build a novel BD dataset clinically validated by psychiatrists, including 14 years of posts on bipolar-related subreddits written by 818 BD patients, along with the annotations of future suicidality and BD symptoms. We also suggest a temporal symptom-aware attention mechanism to determine which symptoms are the most influential for predicting future suicidality over time through a sequence of BD posts. Our experiments demonstrate that the proposed model outperforms the state-of-the-art models in both BD symptom identification and future suicidality prediction tasks. In addition, the proposed temporal symptom-aware attention provides interpretable attention weights, helping clinicians to apprehend BD patients more comprehensively and to provide timely intervention by tracking mental state progression.Comment: KDD 2023 accepte

Therapeutic Effect of Cucumis melo

Obesity results in the progression of metabolic disorders, especially type 2 diabetes (T2DM). Obesity-induced insulin resistance (IR) is a causative factor of T2DM morbidity in obese people. It is generally held by clinicians that IR is caused by adiposity-related inflammation that is mediated by changes in composite ions in the gut microbiome. This experimental study was designed to investigate the effects of Cucumis melo L. (Cucumis) on obesity-induced IR in genetically leptin-deficient Lepob/Lepob mice. Specifically, we examined the anti-inflammatory effects of Cucumis and the effects of Cucumis on the gut microbiota. We evaluated glucose control by measuring FBS, performing the OGTT, quantifying serum IR, calculating the HOMA-IR, and determining the lipid profiles. To see whether inflammation was reduced, we analyzed adipose tissue macrophages as well as monocytes in the blood. We also profiled the gut microbiota to determine whether the ratios of microbial phyla changed. We found that Cucumis improved IR in obese mice and relieved inflammation in adipose tissue and blood. Simultaneously, the microbiota composition ratios changed. In conclusion, administration of Cucumis improved IR by reducing inflammation, thereby changing the gut microbiota composition. Cucumis is thus a promising treatment for obesity-induced insulin resistance and the inflammatory state

Phenotypic and Functional Changes of Peripheral Ly6C(+) T Regulatory Cells Driven by Conventional Effector T Cells

A relatively high affinity/avidity of T cell receptor (TCR) recognition for self-peptide bound to major histocompatibility complex II (self-pMHC) ligands is a distinctive feature of CD4 T regulatory (Treg) cells, including their development in the thymus and maintenance of their suppressive functions in the periphery. Despite such high self-reactivity, however, all thymic-derived peripheral Treg populations are neither homogenous in their phenotype nor uniformly immune-suppressive in their function under steady state condition. We show here that based on the previously defined heterogeneity in the phenotype of peripheral Treg populations, Ly6C expression on Treg marks a lower degree of activation, proliferation, and differentiation status as well as functional incompetence. We also demonstrate that Ly6C expression on Treg in a steady state is either up-or downregulated depending on relative amounts of tonic TCR signals derived from its contacts with self-ligands. Interestingly, peripheral appearance and maintenance of these Ly6C-expressing Treg cells largely differed in an age-dependent manner, with their proportion being continuously increased from perinatal to young adult period but then being gradually declined with age. The reduction of Ly6C(+) Treg in the aged mice was not due to their augmented cell death but rather resulted from downregulation of Ly6C expression. The Ly6C down-regulation was accompanied by proliferation of Ly6C(+) Treg cells and subsequent change into Ly6C-effector Treg with concomitant restoration of immune-suppressive activity. Importantly, we found that this phenotypic and functional change of Ly6C(+) Treg is largely driven by conventional effector T cell population. Collectively, these findings suggest a potential cross-talk between peripheral Treg subsets and effector T cells and provides better understanding for Treg homeostasis and function on maintaining self-tolerance.110Ysciescopu