Behavioural Neurology最新文献

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Cognitive and Behavioral Neurology thanks these reviewers for their invaluable service during 2021. 认知和行为神经病学感谢这些审稿人在2021年提供的宝贵服务。
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-03-01 DOI: 10.1097/WNN.0000000000000300
{"title":"Cognitive and Behavioral Neurology thanks these reviewers for their invaluable service during 2021.","authors":"","doi":"10.1097/WNN.0000000000000300","DOIUrl":"https://doi.org/10.1097/WNN.0000000000000300","url":null,"abstract":"","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":"24 1","pages":"i"},"PeriodicalIF":2.8,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90381718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Systematic Review on Serious Games in Attention Rehabilitation and Their Effects 严肃游戏在注意力康复中的系统研究及其效果
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-02-26 DOI: 10.1155/2022/2017975
L. Shahmoradi, F. Mohammadian, Meysam Rahmani Katigari
{"title":"A Systematic Review on Serious Games in Attention Rehabilitation and Their Effects","authors":"L. Shahmoradi, F. Mohammadian, Meysam Rahmani Katigari","doi":"10.1155/2022/2017975","DOIUrl":"https://doi.org/10.1155/2022/2017975","url":null,"abstract":"Attention is a basic and main mental task and can play an important role in the functioning of other brain abilities such as intelligence, memory, learning, and perception, and its deficit occurs in 80% of patients with traumatic brain injury. The use of game-based tools for rehabilitation is rapidly expanding. Cognitive rehabilitation via video games is an emerging hot topic in cognitive science. Serious games serve a specific purpose in addition to entertainment. They can be more engaging than exercises since they replace reward and motivation systems with real-world motivations as a complement for rehabilitation activities. This study was aimed at identifying and categorizing serious computer games used for attention rehabilitation and evaluating their effects. Six electronic databases (Scopus, PubMed, ISI, Embase, IEEE, and Cochrane) were searched in August 2021. The search strategy consisted of three main concepts of “serious game”, “cognitive deficits”, and “cognitive rehabilitation”. The inclusion criteria were (1) journal articles, (2) English language, (3) being published in the last 10 years, (4) human participants, and (5) game-based intervention. In the 30 included studies, 22 unique games were utilized for attention rehabilitation. Lumosity (20%), Brain Age (Dr. Kawashima's Brain Training) (10%), and MoHRS (6.66%) were the most common games among the studies. There were (57%) casual, (23%) action, (10%) simulation, and (10%) multiple genres. Of the 47 tools used in the studies, 5 utilized cross-modal oddball attention tasks, 4 utilized game performance, 3 utilized the paced auditory serial additional test (PASAT), and the rest employed other tools. A total of 73 outcome measures were related to attention, 42 measures did not have significant results, 30 were significantly improved, 1 was significantly deteriorated, and 4 articles did not have any specific measures for attention evaluation. Thus, the results revealed the positive effect of serious games on attention. However, issues such as absence of scientific teams, the variety of the disorders that cause defects, the variety of criteria, differences in measurements, lack of long-term follow-up, insufficient RCT studies, and small sample sizes should be considered when designing, developing, and using game-based systems to prevent bias.","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2022-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46603082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
An Updated Overview of the Magnetic Resonance Imaging of Brain Iron in Movement Disorders 运动障碍脑铁磁共振成像研究进展
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-02-24 DOI: 10.1155/2022/3972173
N. Tambasco, P. Nigro, A. Chiappiniello, F. Paolini Paoletti, Sara Scialpi, S. Simoni, P. Chiarini, L. Parnetti
{"title":"An Updated Overview of the Magnetic Resonance Imaging of Brain Iron in Movement Disorders","authors":"N. Tambasco, P. Nigro, A. Chiappiniello, F. Paolini Paoletti, Sara Scialpi, S. Simoni, P. Chiarini, L. Parnetti","doi":"10.1155/2022/3972173","DOIUrl":"https://doi.org/10.1155/2022/3972173","url":null,"abstract":"Brain iron load is one of the most important neuropathological hallmarks in movement disorders. Specifically, the iron provides most of the paramagnetic metal signals in the brain and its accumulation seems to play a key role, although not completely explained, in the degeneration of the basal ganglia, as well as other brain structures. Moreover, iron distribution patterns have been implicated in depicting different movement disorders. This work reviewed current literature on Magnetic Resonance Imaging for Brain Iron Detection and Quantification (MRI-BIDQ) in neurodegenerative processes underlying movement disorders.","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44602433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Neurobehavioral Differences of Valproate and Risperidone on MK-801 Inducing Acute Hyperlocomotion in Mice 丙戊酸钠和利培酮对MK-801诱导小鼠急性过度运动的神经行为差异
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-02-23 DOI: 10.1155/2022/1048463
Po-An Chen, Hui-Yi Wang, C. Sun, Mao-Liang Chen, Yi-Chyan Chen
{"title":"Neurobehavioral Differences of Valproate and Risperidone on MK-801 Inducing Acute Hyperlocomotion in Mice","authors":"Po-An Chen, Hui-Yi Wang, C. Sun, Mao-Liang Chen, Yi-Chyan Chen","doi":"10.1155/2022/1048463","DOIUrl":"https://doi.org/10.1155/2022/1048463","url":null,"abstract":"Objective\u0000The glutamate system plays a major role in the development of neuropsychiatric disorders such as addiction, epilepsy, dementia, and psychosis. MK-801 (dizocilpine), an uncompetitive N-methyl-D-aspartate (NMDA) receptor antagonist, could increase locomotor activity and stereotyped neurobehaviors mimicking schizophrenic-like features in the mouse model. The study would explore the neuropharmacological differences of risperidone and valproic acid on the MK-801-induced neurobehavioral changes.\u0000\u0000\u0000Methods\u0000The subjects were male C57BL/6J mice obtained from the National Laboratory Animal Center. Drug effects were assessed using the open field with a video-tracking system and gaiting tests. After habitation, risperidone (0, 0.1 mg/kg) or valproic acid (0, 200 mg/kg) was injected and ran locomotion for 30 mins. Sequentially, mice were followed by intraperitoneal injection (i.p.) with MK-801 (0, 0.2 mg/kg) and ran locomotion for 60 mins. Gaiting behaviors such as step angles, stride lengths, and stance widths were measured following the study drugs.\u0000\u0000\u0000Results\u0000The results showed that risperidone and valproic acid alone could not alter the locomotor activities. Following the MK-801 injection, the travelled distance and speed in the entire open field dramatically increased. The dose 0.1 mg/kg of risperidone could totally inhibit the MK-801-induced hyperlocomotion compared with that of the saline-injected group (p < 0.001). The valproic acid (200 mg/kg) partially suppressed the hyperlocomotion which is induced by MK801.\u0000\u0000\u0000Conclusion\u0000The more dominant effect of risperidone to rescue MK-801 induced hyperlocomotion compared with that of valproic acid. The partial suppression of valproic acid may imply the psychopharmacological evidence as adjuvant effect to treat psychotic patients through tuning glutamatergic neurotransmission.","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2022-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47232300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Retracted: Propofol Causes Consciousness Loss by Affecting GABA-A Receptor in the Nucleus Basalis of Rats 撤回:异丙酚通过影响大鼠基底核GABA-A受体引起意识丧失
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-02-21 DOI: 10.1155/2022/9840256
Behavioural Neurology
{"title":"Retracted: Propofol Causes Consciousness Loss by Affecting GABA-A Receptor in the Nucleus Basalis of Rats","authors":"Behavioural Neurology","doi":"10.1155/2022/9840256","DOIUrl":"https://doi.org/10.1155/2022/9840256","url":null,"abstract":"[This retracts the article DOI: 10.1155/2020/9370891.].","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2022-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46443976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Metformin Alleviates Autistic-Like Behaviors Elicited by High-Fat Diet Consumption and Modulates the Crosstalk Between Serotonin and Gut Microbiota in Mice 二甲双胍减轻高脂饮食引起的自闭症样行为并调节小鼠血清素和肠道微生物群之间的串扰
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-02-17 DOI: 10.1155/2022/6711160
Wenlin Deng, Haoran Ke, Siqi Wang, Zitong Li, Si-tao Li, Pinjing Lv, Fang Li, Ye Chen
{"title":"Metformin Alleviates Autistic-Like Behaviors Elicited by High-Fat Diet Consumption and Modulates the Crosstalk Between Serotonin and Gut Microbiota in Mice","authors":"Wenlin Deng, Haoran Ke, Siqi Wang, Zitong Li, Si-tao Li, Pinjing Lv, Fang Li, Ye Chen","doi":"10.1155/2022/6711160","DOIUrl":"https://doi.org/10.1155/2022/6711160","url":null,"abstract":"The biological mechanisms linking diet-related obesity and autistic behaviors remain unclear. Metformin has proven to be beneficial in the treatment of many syndromes, including autism spectrum disorder. Therefore, the aim of this study was to assess whether metformin treatment could ameliorate metabolic and behavioral alterations in C57BL/6 mice kept on a high-fat diet (HFD), and whether these changes were related to modifications in the gut microbiota and 5-HT levels. As expected, ten weeks of HFD ingestion increased body weight, adiposity, and glucose levels. HFD-fed mice showed a marked aggravation of repetitive behaviors (marble burying and self-grooming), and this was prevented by metformin administration. In addition, HFD-fed mice increased the total distance travelled in the open field test. This hyperactivity was counteracted by metformin cotreatment. In the elevated plus maze test, HFD-fed mice showed a reduced number of entries into the open arms. Interestingly, both HFD and metformin cotreatment increased social interactions in the three-chamber test. HFD increased the levels of intestinal tryptophan and 5-hydroxyindoleacetic acid. Metformin stimulated gut tryptophan and promoted the synthesis of 5-HT in the HFD group. Lactococcus, Trichococcus, Romboutsia, and Faecalibaculum were enriched in HFD-fed mice, whereas the HFD group cotreated with metformin was enriched in Intestinimonas and L. reuteri. Faecalibacterium was positively correlated with sociability and 5-HT pathway components in mice that received metformin. In summary, HFD consumption elicited a complex phenotype comprising higher levels of anxiety-like and repetitive behaviors but also increased sociability. Metformin could potentially improve HFD-induced disorders in the autistic spectrum through a mechanism involving positive modulation of 5-HT levels in the gut and its microbiota composition.","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2022-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43625434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
RDW-to-ALB Ratio Is an Independent Predictor for 30-Day All-Cause Mortality in Patients with Acute Ischemic Stroke: A Retrospective Analysis from the MIMIC-IV Database. rdwb / alb比值是急性缺血性卒中患者30天全因死亡率的独立预测因子:来自MIMIC-IV数据库的回顾性分析
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-01-01 DOI: 10.1155/2022/3979213
Ping Liu, Su Luo, Xiang-Jie Duan, Xiang Chen, Quan Zhou, Yan Jiang, Xia Liu
{"title":"RDW-to-ALB Ratio Is an Independent Predictor for 30-Day All-Cause Mortality in Patients with Acute Ischemic Stroke: A Retrospective Analysis from the MIMIC-IV Database.","authors":"Ping Liu,&nbsp;Su Luo,&nbsp;Xiang-Jie Duan,&nbsp;Xiang Chen,&nbsp;Quan Zhou,&nbsp;Yan Jiang,&nbsp;Xia Liu","doi":"10.1155/2022/3979213","DOIUrl":"https://doi.org/10.1155/2022/3979213","url":null,"abstract":"<p><strong>Purpose: </strong>Previous studies have shown that the peripheral red blood cell distribution width (RDW) and human serum albumin (ALB) were both predictors of the risk and mortality of cerebrovascular diseases, and the ratio of RDW to ALB (RAR) was a combined new index that can predict the prognosis of the cardiovascular and respiration systemic diseases, but its role in cerebrovascular diseases had not been effectively evaluated. This study is aimed at exploring whether RAR can effectively predict the 30-day all-cause mortality of acute ischemic stroke (AIS) patients.</p><p><strong>Methods: </strong>This retrospective cohort study was conducted on AIS patients (age > 18 years) in the intensive care database MIMIC-IV. The RAR was measured based on the red blood cell distribution width and albumin. The main result was 30-day all-cause mortality, and the secondary results were ICU mortality and hospital mortality. Obtain the odds ratio (OR) estimate from the logistic regression model of log-transformed RAR values and mortality. We had used another database for external validation.</p><p><strong>Results: </strong>A total of 1412 patients were enrolled, with an average age of 68.8 ± 15.9, including 708 (50.1%) males. When log-transformed RAR values were used as a continuous variable, as the values increases, the risk of death increases (30-day all-cause mortality OR = 4.02 (2.21, 7.32) <i>P</i> < 0.0001, ICU mortality OR = 3.81 (1.92, 7.54) <i>P</i> = 0.0001, and hospital mortality OR = 3.31 (1.83, 6.00) <i>P</i> < 0.0001), when the values were used as three-category variables and as a trend variable was also positively correlated with each mortality rate. Especially as the categorical variables, a dose-response relationship was clearly observed, that was, as the category of RAR increased (Q1 to Q3), the HR value of the risk of death gradually steadily increased. Such a relationship can also be observed in the external validation database. In the subgroup analysis, we observed an increased risk of death in the patient with hyperlipidemia and low HAS-BLED scores; however, no significant interaction was found in other subgroup analyses (including the diagnostic sequence of AIS).</p><p><strong>Conclusion: </strong>RAR was a predictor of mortality in AIS patients. However, more in-depth research is needed to further analyze and confirm the role of RAR in AIS patients.</p>","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":"2022 ","pages":"3979213"},"PeriodicalIF":2.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9780005/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10802831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Motor Resonance Flexibility to Emotion-Enriched Context in Parkinson's Disease Patients. 帕金森病患者在情绪丰富情境下的运动共振灵活性。
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-01-01 DOI: 10.1155/2022/6487419
Giovanna Lagravinese, Ambra Bisio, Marco Bove, Alessandro Botta, Gaia Bonassi, Roberta Marchese, Piero Ruggeri, Elisa Pelosin, Laura Avanzino
{"title":"Motor Resonance Flexibility to Emotion-Enriched Context in Parkinson's Disease Patients.","authors":"Giovanna Lagravinese,&nbsp;Ambra Bisio,&nbsp;Marco Bove,&nbsp;Alessandro Botta,&nbsp;Gaia Bonassi,&nbsp;Roberta Marchese,&nbsp;Piero Ruggeri,&nbsp;Elisa Pelosin,&nbsp;Laura Avanzino","doi":"10.1155/2022/6487419","DOIUrl":"https://doi.org/10.1155/2022/6487419","url":null,"abstract":"<p><p>In healthy people, motor resonance mechanisms are flexible to negative emotional contextual clues with greater motor resonance during the observation of a reach to grasp movement performed in an environment eliciting disgust. The link between emotion and motor control has become an interesting topic in Parkinson's disease (PD). Here, we aimed to study the response of the mirror neuron system, specifically motor resonance, to an emotion-enriched context in people with PD. Corticospinal excitability was recorded in a total of 44 participants, divided into two groups (23 PD patients and 21 healthy subjects). We recorded motor-evoked potentials from a muscle involved in the grasping movement while participants were watching the same reach-to-grasp movement embedded in surrounds with negative emotional valence, but different levels of arousal: sadness (low arousal) and disgust (high arousal). Basic motor resonance mechanisms were less efficient in PD than controls. Responsiveness to emotional contextual clues eliciting sadness was similar between PD and controls, whereas responsiveness to emotional contextual clues eliciting disgust was impaired in PD patients. Our findings show reduced motor resonance flexibility to the disgusting context, supporting the hypothesis that PD patients may have a deficit in \"translating\" an aversive motivational state into a physiologic response. The amygdala, which is implicated in the appraisal of fearful stimuli and response to threatening situations, might be implicated in this process.</p>","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":"2022 ","pages":"6487419"},"PeriodicalIF":2.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900249/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10681621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Impact of Online Learning System on Students Affected with Stroke Disease. 在线学习系统对中风学生的影响。
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-01-01 DOI: 10.1155/2022/4847066
Sobia Wassan, Chen Xi, Tian Shen, Kamal Gulati, Kinza Ibraheem, Rana M Amir Latif Rajpoot
{"title":"The Impact of Online Learning System on Students Affected with Stroke Disease.","authors":"Sobia Wassan,&nbsp;Chen Xi,&nbsp;Tian Shen,&nbsp;Kamal Gulati,&nbsp;Kinza Ibraheem,&nbsp;Rana M Amir Latif Rajpoot","doi":"10.1155/2022/4847066","DOIUrl":"https://doi.org/10.1155/2022/4847066","url":null,"abstract":"<p><p>Stroke, also known as a cerebrovascular accident, is a medical emergency that causes temporary or permanent behavioral dysfunction in people. Sleep deprivation affects our brains in a variety of ways. The advantages of sleep much justify the risks of not having enough sleep. Sleep deprivation (SD) includes a variety of factors, including prolonged awake. Neuroimaging investigates SD's impact on attention, working memory, mood, and hippocampal learning. We analyzed how this data enriches our mechanistic understanding of these alterations and the clinical illnesses linked with sleep disruption. We have used Cronbach's alpha to test the reliability of a scale, so we then have 19 individual attributes responding to 174 participants via survey. The evaluated result shows the reliability statistics; the value for Cronbach's alpha is .962, which is very excellent as it reaches 1. So, there is very strong reliability. If the value falls under .6, we look back to the mean and standard deviation table and remove the attribute with low values for mean or standard deviation and try the remaining attributes. Cronbach's alpha tells us which attribute or item to delete to increase the reliability, and we also have analyzed the correlation among the class students while watching the same video lecture. We have collected data for at least ten students watching the same video using a webcam. Once the data is collected, we then have applied some correlation techniques to determine the class students' behavior towards the same video lecture. This way, we can see the overall behavior of the class upon a specific video lecture. The study further reveals that subjective happiness is influenced by its efficiency, entertainment value, and effectiveness. Does the research offer an original emphasis on analyzing how does lack of sleep affect our brains? Sleep loss frameworks are minimal compared to the benefits of sleep.</p>","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":"2022 ","pages":"4847066"},"PeriodicalIF":2.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8843983/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10072017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Customer Experience towards the Product during a Coronavirus Outbreak. 冠状病毒爆发期间对产品的客户体验。
IF 2.8 4区 医学
Behavioural Neurology Pub Date : 2022-01-01 DOI: 10.1155/2022/4279346
Sobia Wassan, Tian Shen, Chen Xi, Kamal Gulati, Danish Vasan, Beenish Suhail
{"title":"Customer Experience towards the Product during a Coronavirus Outbreak.","authors":"Sobia Wassan,&nbsp;Tian Shen,&nbsp;Chen Xi,&nbsp;Kamal Gulati,&nbsp;Danish Vasan,&nbsp;Beenish Suhail","doi":"10.1155/2022/4279346","DOIUrl":"https://doi.org/10.1155/2022/4279346","url":null,"abstract":"Nowadays, sentimental analysis of consumers' review is becoming much crucial in the marketing world. It is not just giving ideas to the firms that how consumers like their product or service, but it would also help them make their service better. In this article, the statistical method identifies the relationship of many factors in consumer feedback. It introduces a deep-based learning method called DSC (deep sentiment classifier) to determine whether or not to recommend the reviewed product thoroughly. Our suggested method also investigates the effect sizes of the feedback, such as positives, negatives, and neutrals. We used the women's clothing review dataset containing 22,642 records after preprocessing of the results. Experimental studies show that the recommendations are an excellent positive sentiment indicator. In comparison, ratings become fuzzy performance metrics in product reviews. The 10-fold cross-validation analysis shows that the recommended form has the top F1 score (93.56%) in the sentimental classification on average and the recommended classification (88.32%) on average. A comparative description of other classifiers focused on machine learning, for example, KNN, random forest, logistic regression, decision tree, support vector machine multilayer perceptron, and naïve Bayes, also demonstrates that DSC gives the best possible result. We have tested DSC on the dataset IMDB (Internet Video Database), which includes the sentiment of the 50,000 movie reviews (25000 for training and 25000 for testing). In comparison to other baseline methods, DSC obtained an excellent classification score for this experiment.","PeriodicalId":50733,"journal":{"name":"Behavioural Neurology","volume":"2022 ","pages":"4279346"},"PeriodicalIF":2.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8917442/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10072027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
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