The idea that conventionalized general knowledge – sometimes referred to as a frame – guides the perception and interpretation of the world around us has long permeated various branches of cognitive science, including psychology, linguistics, and artificial intelligence. In this paper we provide experimental evidence suggesting that frames also play a role in explaining certain long-distance dependency phenomena, as originally proposed by Deane (1991). We focus on a constraint that restricts the extraction of an NP from another NP, called subextraction, (...) which Deane (1991) claims is ultimately a framing effect. In Experiment 1 we provide evidence showing that referents are extractable to the degree that they are deemed important for the proposition expressed by the utterance. This suggests that the world knowledge that the main verb evokes plays a key role in establishing which referents are extractable. In Experiment 2 we offer evidence suggesting that the acceptability of deep subextractions is correlated with the overall plausibility of the proposition, suggesting that complex structures can evoke complex frames as well, if sufficiently frequent and semantically coherent, and therefore more easily license deeper subextractions. (shrink)

This paper addresses a phenomenon in which certain word-parts can be omitted. The evidence shows that the full range of data cannot be captured by a sublexical analysis, since the phenomena can be observed both in phrasal and in lexical environments. It is argued that a form of deletion is involved, and that the phenomena—lexical or otherwise—are subject to the same phonological, semantic, and syntactic constraints. In the formalization that is proposed, all of the above constraints are cast in a (...) parallel and declarative fashion, in the framework of Head-Driven Phrase Structure Grammar (Pollard and Sag Head-driven phrase structure grammar, 1994), since the various levels of linguistic description are locally and simultaneously available. Building on recent accounts of ellipsis, this paper proposes a unified and general account of word-part ellipsis and phrasal ellipsis. (shrink)

First performed in June 2011, Paulista used fixed and mobile streaming technology to create a translocal, musical and sonic performance linking SARC (Belfast/Northern Ireland), LAMI (São Paulo/Brazil) and Paulista Avenue, in the heart of São Paulo’s city centre. By discussing the performative and compositional strategies employed in this work, we aim at highlighting the central role played by the network in articulating notions of liveness and dramaturgy, as well as fostering new ideas and processes to engage dislocated spaces in shared (...) musical practice. (shrink)

Exploring the concepts of Freezing: Theoretical and empirical perspectives. Theoretical advancement. Ur Shlonsky and Luigi Rizzi: Criterial Freezing in small clauses and the cartography of copular constructions -- Angel J. Gallego: Freezing Effects in a free-Merge System -- Gereon Maller: Freezing in complex prefields. Empirical domains. Norbert Corver: The Freezing points of the (Dutch) adjectival system -- Jutta M. Hartmann: Freezing in it-clefts: Movement and focus -- Josef Bayer: Criterial Freezing in the syntax of particles -- Michael S. Rochemont: Only (...) syntax -- Maria Polinsky: Freezing and phi-feature agreement: On the role of [PERSON] -- BalÃízs SurÃínyi and Gerg Turi: Freezing, Topic Opacity and Phase-based Cyclicity in Subject Islands. Interface extensions. Peter W. Culicover and Susanne Winkler: Freezing: Between grammar and processing -- Andreas Konietzko: Heavy NP shift in context: On the interaction of information structure and subextraction from shifted constituents -- Rui P. Chaves: Freezing as a probabilistic phenomenon -- Marion Jaeger: An experimental study on freezing and topicalization in English. (shrink)

For many energy companies in China, green brand strategy is becoming an important approach to enhance competitive advantage. However, greenwashing behaviors result in a crisis of trust. Existing research focuses on green marketing, but is silent on the institutional view of the trust crisis resulting from greenwashing by energy brands. Thus, this study takes a decoupling perspective from institutional theory and considers legitimacy, energy policy management, and green brand theories to shed light on the path from the decoupling of an (...) energy brand from green promise to green energy brand trust and the role of brand legitimacy and brand loyalty. It then analyzes survey data to conclude that DEBG not only has a direct negative effect on GEBT but also has an indirect influence through the vital mediating role of green energy brand legitimacy. Moreover, brand loyalty is a moderating factor and can alleviate the energy brand trust crisis. These findings not only can enrich the theories of energy brand management and green marketing but also offer important implications for energy policy management. (shrink)

As a first step, the arguments for and against the use of animals for medical purposes in general were reviewed. These arguments are summarized briefly in the first part of the article; Secondly, even if people accept in principle the use of animals in medicine and medical research, their use in xenotransplantation mayraise particular difficulties. There are three key issues in the debate over the use of animals in xenotransplantation. The first is whether as a matter of principle, it is (...) considered to be morally acceptable to use animals as organ or tissue source; the second is the ethical acceptability of the use of primates to supply transplant material; the third is the ethical issues raised by the use of genetically modified animals to provide organs for xenotransplantation. If it is agreed to be acceptable in principle, there are then questions to address regarding the welfare of animals within any xenotransplantation program. Finally, the author makes an attempt to discuss these ethical issues in Chinese cultural context. (shrink)

In Portugal, as elsewhere, the rhetoric of managerialism in higher education is becoming firmly entrenched in the governmental policymakers’ discourse and has been widely disseminated across the institutional landscape. Managerialism is an important ideological support of New Public Management policies and can be classified as a narrative of strategic change. In this paper, we analyse how far the managerialism narrative has been injected into the discursive repertory of Portuguese academics in their role as the co-ordinators of the higher education institutions’ (...) teaching and academic middle levels. Based on an analysis of interview responses, it seems that most academics support traditional academic values such as autonomy and collegiality, and reject university or polytechnic governance based on corporate philosophy. (shrink)

Silva-Rui_Ceteris-paribus-laws-and-the-human-sciences.

Auditory perception is traditionally conceived as the perception of sounds — a friend’s voice, a clap of thunder, a minor chord. However, daily life also seems to present us with experiences characterized by the absence of sound — a moment of silence, a gap between thunderclaps, the hush after a musical performance. In these cases, do we positively hear silence? Or do we just fail to hear, and merely judge or infer that it is silent? This longstanding question remains controversial (...) in both the philosophy and science of perception, with prominent theories holding that sounds are the only objects of auditory experience and thus that our encounter with silence is cognitive, not perceptual. However, this debate has largely remained theoretical, without a key empirical test. Here, we introduce a novel empirical approach, presenting experimental evidence that silence can be genuinely perceived (not just cognitively inferred). We ask whether silences can ‘substitute’ for sounds in event-based auditory illusions — empirical signatures of auditory event representation in which auditory events distort perceived duration. Seven experiments introduce three new ‘silence illusions’ — the one-silence-is-more illusion, silence-based warping, and the oddball-silence illusion — each adapted from a prominent perceptual illusion previously thought to arise only from sounds. Subjects were immersed in ambient noise interrupted by silences structurally identical to the sounds in the original illusions. In all cases, silences elicited temporal distortions perfectly analogous to the illusions produced by sounds. Our results suggest that silence is truly heard, not merely inferred, introducing a general approach for studying absence perception. (shrink)

Commented article: ZHANG, F. H. Contrast Between Chinese and Western Cultural Values and Its Effects on English Learning in China. Trans/Form/Ação: revista de filosofia da Unesp, v. 47, n. 4, “Eastern thought”, e0240062, 2024. Available at: https://revistas.marilia.unesp.br/index.php/transformacao/article/view/14621.

Search is a prerequisite for successful performance in a broad range of tasks ranging from making decisions between consumer goods to memory retrieval. How does aging impact search processes in such disparate situations? Aging is associated with structural and neuromodulatory brain changes that underlie cognitive control processes, which in turn have been proposed as a domain‐general mechanism controlling search in external environments as well as memory. We review the aging literature to evaluate the cognitive control hypothesis that suggests that age‐related (...) change in cognitive control underlies age differences in both external and internal search. We also consider the limits of the cognitive control hypothesis and propose additional mechanisms such as changes in strategy use and affect that may be necessary to understand how aging affects search. (shrink)

Search is a prerequisite for successful performance in a broad range of tasks ranging from making decisions between consumer goods to memory retrieval. How does aging impact search processes in such disparate situations? Aging is associated with structural and neuromodulatory brain changes that underlie cognitive control processes, which in turn have been proposed as a domain-general mechanism controlling search in external environments as well as memory. We review the aging literature to evaluate the cognitive control hypothesis that suggests that age-related (...) change in cognitive control underlies age differences in both external and internal search. We also consider the limits of the cognitive control hypothesis and propose additional mechanisms such as changes in strategy use and affect that may be necessary to understand how aging affects search. (shrink)

This study focuses on the reliability and validation of the Chinese version of the Moral Attentiveness Scale. Factor analysis confirmed that the scale includes two factors: perceptual moral attentiveness and reflective moral attentiveness. Moral attentiveness is negatively correlated with normlessness and positively associated with internalization and symbolization, moral identity, and other academic dishonesty behaviors. Reflective moral attentiveness moderated the relationship between formalism and unethical decision making. All results showed that the Chinese version of the Moral Attentiveness Scale has satisfactory psychometric (...) properties and is a valid and reliable measurement of moral attentiveness in the Chinese population. (shrink)

Business Ethics: A European Review, EarlyView.

This article engages with the historiography of the Portuguese empire with reference to Mozambique. It explores the impact of visual archives on existing debates and asks what difference photographs make to our interpretation and understanding of this colonial past. Deprived of their 'historical rights' by the requirements of the Berlin treaties that insisted on 'effective occupation', the Portuguese started to employ a complex of knowledge-producing activities in which photography was crucially involved. This article examines different photographic moments before and during (...) the 'Pacification Campaign' that assured Portugal's authority over the Gaza Empire in southern Mozambique in the 1890s, by official, commercial and missionary photographers. It identifies controversies over the small number of portraits of the Gaza king Ngungunyane that took on distinctive and disputed 'other lives' after their initial production. The realisation of how one image might be disassembled to generate others becomes an exercise - in visual terms - of rethinking colonial violence. A critical engagement with the slippages and repositionings around photographs, and the errors or disputes in various captions, allows for a better understanding of the production of both silence and particular narratives in the archives and popular history. The demonstration of these other lives matters because it stimulates awareness of what is seen, what is made visible, and addresses the desire to look beyond the image to find others in a continuous interrogation of photographic excess. (shrink)

Multi-level teaching has been proven to be more effective than a one-size-fits-all learning approach. This study aimed to develop and implement a multi-level remedial teaching scheme in various high school classes containing students of a wide range of learning levels and to determine its effect of their learning. The deterministic inputs noisy and gate model of cognitive diagnosis theory was used to classify students at multiple levels according to their knowledge and desired learning outcomes. A total of 680 senior high (...) school students from central provinces in China participated in the initial cognitive diagnostic test, and 1,615 high school sophomores from seven high schools in China participated in a formal cognitive diagnosis test. Thirty-six high school students from Southwestern China participated in the think-aloud protocols, and 258 seniors from three high schools in southwest China participated in the remedial teaching experiment. Through an analysis of students’ think-aloud protocols, cognitive errors of students at all levels were determined, and multi-level remedial teaching programs were designed to address these common cognitive errors. The remedial teaching programs were then implemented in three schools and compared with a control group. The results indicated that the students in the experimental group showed a more significant improvement. In this study, the steps of designing multi-level remedial teaching include assessment, classification, and preparing a teaching scheme, which are feasible and can have remarkable teaching effects. This process can be used for reference by teachers of various subjects. (shrink)

The development of living organisms requires a precise coordination of all basic cellular processes, in space and time. Early embryogenesis of most species with externally deposited eggs starts with a series of extremely fast cleavage cycles. These divisions have a strong influence on gene expression as mitosis represses transcription and pre‐mRNA processing. In this review, we will describe the distinct adaptations for efficient gene expression and discuss the emerging role of the multifunctional NineTeen Complex (NTC) in gene expression and genomic (...) stability during fast proliferation. (shrink)

Evolutionary psychologists should go beyond research on individual differences in attitudes and focus more on detailed models of psychological mechanisms. We argue for complementing attitude research with agent-based computational modeling of mate choice. Agent-based models require detailed specification of individual choice mechanisms that can be evaluated in terms of both their psychological plausibility and the population-level outcomes they produce.

Com a análise conceitual da arte e da expressão artística, este artigo situa a discussão do ensino de arte em síntese aos pressupostos críticos de Walter Benjamin. Busca-se, primeiramente, o sentido da arte no contexto de seu surgimento, sua valorização cultural e sua função social, para, posteriormente, mediante pressupostos da Teoria Crítica da Sociedade, verificar-se as contradições com sua desintegração na atualidade, apropriada pela indústria cultural como valor de mercadoria. Nesse trajeto, a reprodução técnica da obra de arte tornase o (...) fundamento categórico para a crítica e o desnudamento das formas decadentes sob as quais a arte é “visualizada” na modernidade. A redução das formas estéticas de percepção da arte expressa-se no desaparecimento da experiência, na incapacidade de narrar, na crise da transmissão, enfim, no ensino de arte. (shrink)

This paper investigates the integrity of financial analysts by examining their recommendation responses to large quarterly earnings surprises. Although there is no significant difference in recommendation changes between affiliated and unaffiliated analysts in response to positive earnings surprises, affiliated analysts are more reluctant than unaffiliated analysts to downgrade stock recommendations in response to negative earnings surprises. The evidence implies that conflicts of interest undermine the integrity of financial analysts. We further examine the effects of reputation concern and the Global Research (...) Analyst Settlement as informal and formal mechanisms, on restoring analysts’ integrity. The results show that the positive bias in recommendations remains prevalent for affiliated analysts from reputable investment banks and for the postreform period. Finally, evidence from market reactions suggests that investors fail to notice that analysts’ integrity is compromised by conflicts of interest and are misled by affiliated analysts. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Journal of the History of Ideas 63.1 (2002) 1-17 [Access article in PDF] What if the Father Commits a Crime? Rui Zhu Apparently, Socrates and Confucius respond similarly to the question if a son should turn in his father in the case of the father's misdemeanor. When Euthyphro, flaring his pride of his moral impartiality, tells Socrates that he is on his way to report his father because he (...) has thrown one of the household slaves into a ditch and left him bound there until he was dead, Socrates says, "Good Heaven! Certainly, Euthyphro, most men would not know how they could do this and be right. It is not the part of anyone to do this, but of one who is far advanced in wisdom." 1According to Socrates, only a man of high wisdom knows how to prosecute his father righteously, but Euthyphro does not appear to have this wisdom. When his interlocutor observes that an upright man in his state would bear witness against his father if he misappropriates a sheep, Confucius contradicts the interlocutor's understanding of uprightness by speaking in a matter-of-fact tone: "In my country the upright men are of quite another sort. A father will cover up for his son, and a son his father—which incidentally does involve a sort of up—rightness." 2Confucius stands on the same line with Socrates but seems the more radical of the two. Socrates does not directly refute Euthyphro and only suggests that he make sure he understands what he is doing before going any further. Socrates is not only typically Socratic—indirect and suggestive—but also sounds so reasonable that Euthyphro appears in contrast to be a reckless youth who harbors [End Page 1] only a faint understanding of morality. Confucius's response is more rigid, for he categorically dismisses an act of the Euthyphroian kind. He demands that father and son cover up for each other in the case of either one's guilt. Compared to Socrates, Confucius advocates the position that seems a little too strong and leaves no room for justice, while Socrates does not have that problem with justice. This is how we feel about Socrates and Confucius on our first impression. The prima facie observations that we make from the remarks of Socrates and Confucius seem both plain and unproblematic.By embedding these remarks into their respective social or philosophical cultures, this paper will show that our previous observations are not quite accurate. The apparent affinity of the Socratic and Confucian stances belies different underlying moral philosophies. We want to use their comments as bridges to explore the early Greek and Confucian ethics and show how different a picture we see after things are examined within their traditions.The issue of a possible father-son conflict may be treated as a case study of the early Greek (the Heroic era until the age of Socrates) and early Confucian (Confucius and Mencius) morals. There is a strong theme in the early Greek morals that allows, or sometimes demands, a son such as Euthyphro to prosecute his father for the sake of justice, because justice, instead of love (philein) or filial piety, is the governing principle in the early Greek ethics. Confucian ethics is founded on love (human-heartedness), which in turn is extended from the love between father and son. All moral principles including justice are derived from this extension of love. The mutual love of father and son then becomes the governing principle in the case of Confucianism. A Guilty Father: The Greek Motif The question, "What if the father commits a crime?" has a certain realistic aroma to a boy coming of age in the Hesiodic Greek world. That father has to be overcome by son before some relief from strife becomes possible is a familiar theme in Greek literature. In Hesiod's Theogony, Uranus (the sky) incurs hatred from all his newborn children since he hides them in their mother Gaia's womb and does not let them return to the light, for no reason... (shrink)

Ideal theory in social and political philosophy generally works to hide philosophical theories’ complicity in sustaining the structural violence and maintenance of white supremacy that are foundational to settler colonial societies. While non-ideal theory can provide a corrective to some of ideal theory’s intended omissions, it can also work to conceal the same systems of violence that ideal theory does, especially when framed primarily as a response to ideal theory. This article takes a decolonial approach to exploring the limitations of (...) non-ideal theory in its ability to respond to and redress the continuing harms done to Indigenous peoples by settler colonialism, including by outlining non-ideal theory’s relationship to a colonial politics of recognition. (shrink)

Authoritarian leadership is of great significance to eastern countries, including China. Meanwhile, unethical employee behavior also exists in all types of social organizations. The relationship between authoritarian leadership and unethical employee behavior is worth studying. Senior leaders often do not have a direct influence on employees except for through their immediate supervisors. The leadership style of senior leaders also influences the leadership style of their subordinates. This paper studies how authoritarian manager leadership trickles down to unethical employee behavior through authoritarian (...) supervisor leadership and discusses the moderating effect of leader member exchange and an ethical climate. Through a questionnaire survey of 406 pairs of leaders, supervisors, and employees, the research results of the multilevel model show that authoritarian supervisor leadership is positively related to unethical employee behavior, authoritarian supervisor leadership mediates the relationship between authoritarian manager leadership and unethical employee behavior, LMX positively moderates the relationship between authoritarian manager leadership and authoritarian supervisor leadership and moderates the mediating effect of authoritarian supervisor leadership, and, that an ethical climate negatively moderates the relationship between authoritarian supervisor leadership and unethical employee behavior and moderates the mediating effect of authoritarian supervisor leadership. (shrink)

The language of principlism seems to have emerged as the predominant guiding framework in teaching, research and even legislation within contemporary Chinese bioethics. This essay reveals the dissonance between the individualistic orientation of this theoretical language and the familist features of Chinese clinical practice by considering the principle of respect for autonomy and its discordance with the Confucian tradition of virtue ethics and medical rituals. Several representative clinical cases in mainland China are presented to illustrate the incongruity between the current (...) state of Confucian medical rituals and the language game of the principle of respect for autonomy. While there is a recognized need in contemporary Chinese medical practice to promote patient involvement in decision-making in the cases of terminal illness, we argue that this approach should be implemented in alignment with Confucian virtue ethics and medical rituals. Resolving the linguistic discordance between Chinese bioethics and principlism should not entail a shift towards principlism. (shrink)

Tomando o corpo como campo de possibilidades perante um cenário actual de desassossegos e desafios – corpo em processo de construção social e de virtualização –, aponta-se para a necessidade de uma sua revisão crítica, nomeadamente por parte da cultura de Design. Porque todos os objectos se relacionam sempre com o corpo, há que descobrir e considerar ligações. A compreensão dessas ligações e a consideração de uma contínua teorização do corpo serão certamente da maior utilidade para a prática de uma (...) disciplina que projecta constantemente com o corpo e para o corpo. Disciplina que deve cumprir, sempre, uma função ética reguladora: social, cultural, ecológica, humana. (shrink)

Based on a sample of 46 Portuguese schoolbooks, this study aims to understand how factory-farmed animals are presented in such books across the themes of food and health, the environment and sustainability, and animal welfare. It examines whether schoolbooks address the importance of reducing the consumption of animal-based products for a healthy diet, whether plant-based diets are recognized as healthy, whether animal welfare and agency are considered, and whether the livestock sector is indicated as a major factor in environmental degradation. (...) The findings show that schoolbooks present animals as essential for economic activities and human nutrition. Recommendations on reducing the consumption of animal-based products in consideration of the environment, sustainability and human health are very rare. Animal production is presented as benign, and the agency and welfare of factory-farmed animals are simply not addressed. (shrink)

In order to explore, from the perspective of the social ecological model, the relationship and its mechanism linking public risk familiarity and mental health during the new coronary pneumonia epidemic, the new coronary pneumonia epidemic risk perception scale, psychological resilience scale, Chinese mental health scale, and SARS familiarity scale were used 741 members of the public were surveyed as research objects. The results show that: (1) When gender, age, and educational background are controlled, risk familiarity has a significant positive predictive (...) effect on public mental health; (2) Risk familiarity predicts mental health through the mediating effect of mental toughness; (3) The mediating effect of mental toughness is moderated by the public’s familiarity with SARS. Specifically, for members of the public with low SARS familiarity, the indirect effect of risk familiarity on mental health through mental toughness is smaller than that for those with high SARS familiarity. The results of this study integrate psychological resilience into the theory of risk cognition, which has implications for the improvement of public mental health. (shrink)

Recent research in numerical cognition has begun to systematically detail the ability of humans and nonhuman animals to perceive the magnitudes of nonsymbolic ratios. These relationally defined analogs to rational numbers offer new potential insights into the nature of human numerical processing. However, research into their similarities with and connections to symbolic numbers remains in its infancy. The current research aims to further explore these similarities by investigating whether the magnitudes of nonsymbolic ratios are associated with space just as symbolic (...) numbers are. In two experiments, we found that responses were faster on the left for smaller nonsymbolic ratio magnitudes and faster on the right for larger nonsymbolic ratio magnitudes. These results further elucidate the nature of nonsymbolic ratio processing, extending the literature of spatial–numerical associations to nonsymbolic relative magnitudes. We discuss potential implications of these findings for theories of human magnitude processing in general and how this general processing relates to numerical processing. (shrink)

In congenitally or prelingually deaf childrencochlear implantation is open to seriousethical challenge. The ethical dimension ofthis technology is closely related to both asocial standard of quality of life and to theuncertainty of the overall results of cochlearimplantation. Uncertainty with regards theacquisition of oral communicative skills.However, in the western world, available datasuggest that deafness is associated with thelowest educational level and the lowest familyincome. Notwithstanding the existence of aDeaf-World, deafness should be considered as ahandicap. Therefore, society should provide themeans for the (...) fulfilment of a deaf child'sspecific needs.For the time being there is no definitiveanswer with regard the best way to rehabilitatea particular deaf child. Therefore,communitarian values may be acceptable. If thedeaf child parents' decide not to implant,their decision should be respected. Guardiansare entitled to determine which standard ofbest interest to use in a specificcircumstance. They are the proper judges ofwhat (re)habilitation process is best for theirdeaf child. However, most deaf children areborn to two hearing parents. Probably, theywill not be acculturated in the Deaf-World. Itfollows that cochlear implantation is awelcomed (re)habilitation technology.If auditory (re)habilitation will in the futureprovide the necessary communicative skills, inparticular oral language acquisition, customs,values and attitudes of the hearing worldshould be regarded as necessary to accomplish adeaf child's right to an open future. Ifcochlear implantation technology will provideall deaf children with the capacity to developacceptable oral communicative skills –whatever the hearing status of the family andthe cultural environment – then auditory(re)habilitation will be an ethical imperative. (shrink)

PurposeThe study aimed at investigating the state of psychiatric nurses’ job satisfaction, job burnout, and the moderating effect of family support between them in China during the COVID-19 pandemic.Materials and methodsOnline self-report questionnaires were distributed and 212 psychiatric nurses participated in the research. Pearson correlation analysis, multiple stepwise regression analysis, and simple slope test were used for data analysis.ResultsThe results showed that the status of their job satisfaction and burnout did not reach a satisfactory level and job satisfaction had a (...) significant negative impact on job burnout. Meanwhile, family support played a negative moderating role between the two variables.ConclusionPsychiatric nurses suffered from job burnout in China during the COVID-19. Family support could have a counterproductive effect when the nurses were experiencing decreasing job satisfaction. It gave suggestions to the medical institutions and the government to improve the psychological well-being of the psychiatric nurses and even of all the medical staff. (shrink)

This paper presents a comprehensive description of the STEAM City Kit project, an exploratory project developed according to a Framework for Innovation process model, as part of the Aveiro Tech City project, and designed for primary school students and teachers. The kit, which consists of 2 children’s stories with hands-on activities, an Arduino, and a wide range of sensors, was developed by a transdisciplinary team from the University of Aveiro and distributed to over 30 schools in the municipality of Aveiro, (...) Portugal. (shrink)

Since the beginning of the 21st century, sentiment analysis has been one of the most active research fields in natural language processing. Now sentiment analysis technology has not only achieved significant results in academia, but also has been widely used in practice. From business services to political campaigns, sentiment analysis is used in more and more fields. Sentiment analysis is essentially to dig out the user’s emotional attitude from the massive emotional natural language text data, and analyze the emotional dynamics (...) of the text author through certain technical means. At present, there is almost no sentiment analysis in cross-media writing content, and it can rarely help cross-media writing vision to advance with the times and comprehensive improvement of writing ability to adapt to the current rapidly developing information society; the commonly used text media in the digital age are not. Then there is the only composition tool. Various new media appearing with the development of the ages continue to intervene in writing, and it is the general trend to cultivate media literacy in writing. The main content of this paper is the research on the emotional intensity of students’ Internet public Aiming at the shortcomings of the topic feature word selection in the sentiment tendency analysis of the students’ Internet public opinion, improvements have been made to facilitate the research on the sentiment intensity of the sentiment analysis of the students’ Internet public opinion. Sentiment analysis of students’ cross-media written text through an improved MapReduce combinator model. (shrink)