Low Usage Frequency Research Articles

User Behavior Analysis and Optimization Countermeasures in Shopping APP Interface Design

In this study, the interface design and marketing strategy of shopping APP were deeply discussed, and a series of optimization countermeasures were put forward. The principles of interface design and user behavior are analyzed, and the design problems such as information overload, complicated navigation, low usage frequency and high user loss are pointed out. The countermeasures of interface design optimization, user behavior guidance and marketing strategy adjustment are put forward, including simplifying interface, optimizing navigation, personalized recommendation, incentive mechanism, brand building and marketing promotion. These measures are aimed at improving user experience, enhancing user stickiness and enhancing market competitiveness. Through this research, it provides theoretical basis and practical guidance for shopping APP interface design optimization and market strategy adjustment.

Research on Boiler Energy Saving Technology Based on Internet of Things Data

This paper proposes a heat demand prediction model that analyzes the heat behavior of heat users, and analyzes the heat behavior data of heat users through a clustering algorithm to predict their heat demand. This paper is based on the supply-demand balance strategy to reduce the heat loss during the transmission of heat medium, and then improve the energy-saving efficiency of the boiler. The traditional boiler energy-saving and consumption reduction method is to optimize the boiler combustion parameters, improve the fuel combustion efficiency and waste heat recovery technology through the Internet of Things and big data technology. The method of balancing the heat-using end with the load of the boiler at low usage frequency is seldom considered. Therefore, this paper predicts the heat demand of the heat-using end by analyzing its thermal behavior, and balances the heat demand and boiler heat supply under the condition of meeting the heat demand. Finally, through simulation experiments, the validity of the model is verified, and the trend and data can be well predicted in the short-term heat demand prediction.

Culture-based stigmatizing attitudes toward condom use among Chinese older adults: An interpretative phenomenological analysis.

To explore their perceptions and attitudes toward condom use and the underlying reasons for the low usage frequency among Chinese older adults. A qualitative study design utilizing interpretive phenomenological analysis was employed. Data were collected through field observation and face-to-face in-depth interviews among older adults aged 50 years or above and having engaged in sexual activities within the previous year. Three main themes emerged: perceiving unnecessary due to misconceptions and low awareness, interactive stereotypes rooted in sociocultural beliefs, and stigmatized social norms including gender inequity and economic unbalance. Tailored interventions focusing on addressing misconceptions, increasing awareness, and reducing culturally ingrained stereotypes and stigma surrounding condom use are essential to promote condom use among older adults in order to prevent HIV transmission in China.

U-shaped association between online information exchange and app usage frequency: a large-scale survey of China 's online young and middle-aged people with pre diabetes and diabetes.

China has the world's largest diabetic population, and the cost of caring for all these people every day is substantial. Online information exchange and app usage frequency have been demonstrated to play a significant influence in the management of blood glucose and enhancement of diabetes-related quality of life. However, the association between online information exchange and app usage frequency among actual online populations remains unclear and deserves additional study. Therefore, we evaluated the factors affecting the frequency of app usage in the online glucose management population, with a particular emphasis on the connection between online information exchange and app use frequency, contributing to the expansion of the research of diabetes management models. This cross-sectional study was conducted by disseminating questionnaires in blood glucose management-related forums and WeChat groups and included 1586 online users concerned about blood glucose management. Information exchange and app usage frequency were considered as independent and dependent variables, respectively. We performed stratified and single factor analysis, multiple equation regression analysis, smooth curve fitting, and threshold effect and saturation effect analysis. R (version 4.1.3, http://www.Rproject.org) and EmpowerStats were used for data analysis. After adjusting for other covariates, information exchange was independently and positively associated with app use frequency (β = 8.6, 95% CI: 6.5 to 11.2, p < 0.001). Through interaction analysis, the most significant interaction factors influencing the relationship between information exchange and app usage frequency were identified as health insurance status, whether living with parents, glycated hemoglobin status in the previous month, and self-monitoring of blood glucose (SMBG). The association between information exchange and app usage frequency is U-shaped, with information exchange inflection points of 3.0 and 4.2. Information exchange and app usage frequency are negatively correlated when the average information exchange score is less than 3.0, and for every point increase in the average information exchange score, the likelihood of the app high usage frequency group compared to the app low usage frequency group decreases by 70%. The relationship between information exchange and app usage frequency is strongest when it is greater than or equal to 3.0 and less than or equal to 4.2. The probability of the app high usage frequency group occurring compared to the app low usage frequency group rises 17.3 times for every 1 point increase in the average information exchange score. The probability of the app high usage frequency group occurring in comparison to the app low usage frequency group increased by 1.8 times for every 1 point rise in information exchange when the average information exchange score was higher than 4.2. Age, body mass index, married, living with parents, hemoglobin level, SMBG, and information exchange were positively connected with app usage frequency in our study of online blood glucose management population. The link between information exchange and app use frequency was significantly U-shaped. The app usage frequency changed the most with the rise in information exchange when the information exchange score was greater than or equal to 3.0 and less than or equal to 4.2. Therefore, we ought to offer effort to concentrate on and increase the health-related behaviors and activities of those in this score interval.

Caucasian Xenoglossary in Modern Russian and Image of “Caucasian World”

The Caucasus has always been of interest for Russia. Russian-Caucasian contacts are being studied in political, economic, religious and social aspects. But linguistic horizon has not got enough treatment. The Caucasian loanwords in Russian are examined as a specific semantic field – xenoglossary. The method of intentional analysis is used for its highlighting. Хenoglossary is a lexical corpus borrowed from a definite cultural area. Dictionaries of contemporary Russian language are used as a sample. All lexicon is topically divided in household, military and gastronomic spheres. Only last one has nowadays actual usage. Such situation could be explained by different ways of the Russian-Caucasian cultural contact history. The war was a form of contact with Muslim Adyghe people (Circassians). So, this can explain the borrowed military glossary from the Abkhazo-Adyghean languages into Russian. And vice versa, Georgia was annexed to the Russian Empire in peace. Borrowed Kartvelian glossary is the consequence of that fact. It is stated that the borrowing process is still in progress. The main sources of loanwords are Northwest and South Caucasian languages. It is argued that the Caucasian loanwords are being assimilated. The Caucasian loanwords reflect the objects of culture, not natural ones. The loanwords passed in Russian orally and have low usage frequency. Stylistically, these words are neutral. It indicates the fact of axiological equivalence of “Caucasian” and “Russian” cultural areas in Russian language imagination. Penetration of some Caucasian lexemes in other Slavic languages are occurred by means of Russian. Caucasian borrowings have very limited spread in West European languages. Keywords: Caucasian loanwords, Caucasian languages, xenoglossary, semantic field, language contacts

Bikesharing experience in the city of Adelaide: Insight from a preliminary study

This paper presents the results of a bikesharing study in City of Adelaide based on the implementation of a web-based questionnaire survey with real users of bikeshare schemes. These findings of the study pointed out that the low frequency of usage was recorded among bikeshare users. Males are more likely to utilise bikeshare than female counterparts. However, because of diversity of bikeshare operators and a provision of standard services, users’ perceptions towards the current conditions and the quality of Adelaide’s bikeshare are relatively high. In this regard, young people are indicated to have better satisfaction as compared to the older generation. Convenience and financial savings are two key factors that affect user’s choice of bikeshare, while safety concerns in relation to the intervention of other vehicles on the road as well as the lack of dedicated bicycle infrastructure are major barriers for the use of bikeshare. This study has significant contributions in increasing the policy makers’ insights on the current bikeshare system of Adelaide before regulating feasible transport and planning policy to increase Adelaide’s level of cycling participation generally and bikeshare usage.

Refunctionalization and Usage Frequency: An Exploratory Questionnaire Study

This paper explores the relationship between refunctionalization and usage frequency. In particular, it argues that (a) refunctionalization is more likely for low-frequency construction than high-frequency constructions, and that (b) high-frequency patterns are more likely candidates as models for refunctionalization processes than low-frequency patterns. It proposes that folk etymology processes be characterized as a type of refunctionalization process because in folk etymology, obsolescent and semantically void morphemes are replaced with morphemes that actually serve a function in language. This assumption allows for an empirical investigation of refunctionalization using an exploratory questionnaire study. The results indicate that usage frequency indeed plays a role in folk etymology processes, and consequently, refunctionalization. In particular, participants were more likely to accept false etymologies when the proposed etymon had a high usage frequency than when it had a low usage frequency. In summary, the present study proposes a way to study refunctionalization processes in synchrony.

Effects of word frequency and visual complexity on eye movements of young and older Chinese readers.

Research using alphabetic languages shows that, compared to young adults, older adults employ a risky reading strategy in which they are more likely to guess word identities and skip words to compensate for their slower processing of text. However, little is known about how ageing affects reading behaviour for naturally unspaced, logographic languages like Chinese. Accordingly, to assess the generality of age-related changes in reading strategy across different writing systems we undertook an eye movement investigation of adult age differences in Chinese reading. Participants read sentences containing a target word (a single Chinese character) that had a high or low frequency of usage and was constructed from either few or many character strokes, and so either visually simple or complex. Frequency and complexity produced similar patterns of influence for both age groups on skipping rates and fixation times for target words. Both groups therefore demonstrated sensitivity to these manipulations. But compared to the young adults, the older adults made more and longer fixations and more forward and backward eye movements overall. They also fixated the target words for longer, especially when these were visually complex. Crucially, the older adults skipped words less and made shorter progressive saccades. Therefore, in contrast with findings for alphabetic languages, older Chinese readers appear to use a careful reading strategy according to which they move their eyes cautiously along lines of text and skip words infrequently. We propose they use this more careful reading strategy to compensate for increased difficulty processing word boundaries in Chinese.

Genetic Code-guided Protein Synthesis and Folding in Escherichia coli

Universal genetic codes are degenerated with 61 codons specifying 20 amino acids, thus creating synonymous codons for a single amino acid. Synonymous codons have been shown to affect protein properties in a given organism. To address this issue and explore how Escherichia coli selects its "codon-preferred" DNA template(s) for synthesis of proteins with required properties, we have designed synonymous codon libraries based on an antibody (scFv) sequence and carried out bacterial expression and screening for variants with altered properties. As a result, 342 codon variants have been identified, differing significantly in protein solubility and functionality while retaining the identical original amino acid sequence. The soluble expression level varied from completely insoluble aggregates to a soluble yield of ~2.5 mg/liter, whereas the antigen-binding activity changed from no binding at all to a binding affinity of > 10(-8) m. Not only does our work demonstrate the involvement of genetic codes in regulating protein synthesis and folding but it also provides a novel screening strategy for producing improved proteins without the need to substitute amino acids.

"Mediman" - the smartphone as a learning platform?

Mobile devices with a connection to the internet – smartphones – are seen all over the place since the popular introduction of the Apple iPhone. Similar products existed but no company managed to combine simplicity and functionality so seamlesly. Their market share increases constantly and web sites get optimised for the small display sizes (often referred to as „responsive webdesign“) otherwise the usability lacks. Students seem to like smartphones aswell and a good question is if and to what extend those devices can play a role in e-learning.„Mediman“, an adaptation of the common game Hangman has been developed for smartphones. Test users asked to complete an online questionnaire. So far, only few e-learning applications for smartphones seem to exist. This is reflected in the low usage frequency. Especially the fact that most of the test users wear a smartphone with them all the time makes it an ideal learning plattform. Short learning sessions were rated more important than continuous text. The majority of the 11 test users rated Mediman as well developed. The foremost question whether a smartphone e-learning application is feasible must be answered positive – acceptance in the test user group was shown. E-learning applications on smartphones will be an important topic in the future as market shares increase constantly. Further studies are required due to the small number of partitipants in our survey.

The effect of lexical frequency and Lombard reflex on tone hyperarticulation

Among the many factors that affect phonetic variation, two of them, low word frequency and speech in noise (Lombard speech), are linked to stronger or fuller realizations of segments. Noise and low usage frequency are both factors that may lead to perceptual difficulty suggesting that the strengthening due to these two factors may be related. To understand how these two factors relate to each other and to see if they play a similar role with respect to suprasegmental phenomena like tone, we investigated the effect of ambient noise and word usage frequency on tone production in Cantonese. We recorded Cantonese monosyllabic words of high and low usage frequency in both normal and Lombard speech styles, controlling for segmental and other factors and measured f0. We found that both ambient noise and lexical frequency influence tonal production. All six tones are produced with higher f0 in the presence of noise. Usage frequency affects f0 realization as well, but only for words with mid-range (mid-level or mid-rising) tones. Low-frequency words with mid-range tones are produced with higher f0 than frequent words. Extending earlier work showing greater vowel-space dispersion in less frequent words, we also found that the f0 trajectories of less frequent words are more dispersed than that of their more frequent counterparts, especially for mid–low tones. This dispersion does not occur for Lombard speech. Our results suggest that different aspects of speech production may account for the strengthening of speech in noise and in low-frequency words.

Electrophysiological manifestations of typicality judgment

Ten male subjects participated in an event-related potential study of typicality judgment of words that were of either high or low frequency of usage. The amplitude of a negative wave with an average peak latency of 490 msec (N400) correlated with the goodness-of-fit of a word to a particular category independent of frequency, with poor examples of the category evoking a significantly more negative waveform. The relative insensitivity of the N400 to word frequency suggests that the N400 reflects some postlexical evaluation rather than lexical access.

The Running Memory Span for Words

This experiment investigates the running memory span for English words of high and of low frequency of usage. The running memory span is measured when a sequence of uncertain length is interrupted and the subject is required to recall the most recent part of the message. The span for the two classes of words was studied as a function of the length of the message and amount of prior practice. In the early stages of practice the span varied inversely with frequency of usage and increased with the length of the message. As practice continued, the difference between words of high and low frequency was largely eliminated and there was a relative decline in the span for the longest series. The major variables which are assumed to determine the length in the span are (a) the number and strength of pre-experimental associations of the items; (b) intraserial and interserial interferences developed during exposure to the series, and (c) the subjects' strategies of deliberate rehearsal.