Mood Categories Research Articles

Real-Time Analysis of Facial Expressions for Mood Estimation

This paper proposes a model-based method for real-time automatic mood estimation in video sequences. The approach is customized by learning the person’s specific facial parameters, which are transformed into facial Action Units (AUs). A model mapping for mood representation is used to describe moods in terms of the PAD space: Pleasure, Arousal, and Dominance. From the intersection of these dimensions, eight octants represent fundamental mood categories. In the experimental evaluation, a stimulus video randomly selected from a set prepared to elicit different moods was played to participants, while the participant’s facial expressions were recorded. From the experiment, Dominance is the dimension least impacted by facial expression, and this dimension could be eliminated from mood categorization. Then, four categories corresponding to the quadrants of the Pleasure–Arousal (PA) plane, “Exalted”, “Calm”, “Anxious” and “Bored”, were defined, with two more categories for the “Positive” and “Negative” signs of the Pleasure (P) dimension. Results showed a 73% of coincidence in the PA categorization and a 94% in the P dimension, demonstrating that facial expressions can be used to estimate moods, within these defined categories, and provide cues for assessing users’ subjective states in real-world applications.

From amused to : enriching mood metadata by mapping textual descriptors to emojis for fiction reading

PurposeThis study aims to explore the application of emojis to mood descriptions of fiction. The three goals are investigating whether Cho et al.'s model (2023) is a sound conceptual framework for implementing emojis and mood categories in information systems, mapping 30 mood categories to 115 face emojis and exploring and visualizing the relationships between mood categories based on emojis mapping.Design/methodology/approachAn online survey was distributed to a US public university to recruit adult fiction readers. In total, 64 participants completed the survey.FindingsThe results show that the participants distinguished between the three families of fiction mood categories. The three families model is a promising option to improve mood descriptions for fiction. Through mapping emojis to 30 mood categories, the authors identified the most popular emojis for each category, analyzed the relationships between mood categories and examined participants' consensus on mapping.Originality/valueThis study focuses on applying emojis to fiction reading. Emojis were mapped to mood categories by fiction readers. Emoji mapping contributes to the understanding of the relationships between mood categories. Emojis, as graphic mood descriptors, have the potential to complement textual descriptors and enrich mood metadata for fiction.

PECULIARITIES OF CONVEYING THE SEMANTICS OF NECESSITY ACCORDING TO THE GEORGIAN-TURKISH MATERIAL

The verb mood conveyance system is different in almost all languages. The article deals with the peculiarity of expressing thesemantics of the necessity of a verb according to the Georgian-Turkish material, in particular, to find out what grammatical means exist to convey the semantics of the necessity of Georgian in Turkish.In general, the category of mood in Georgian is one of the most difficult and controversial issues. There is a difference of opinion inthe scientific literature regarding the number of moods. According to some scientists, a mood is three, according to some - four, some even name five, and in the end up to seven moods. In the grammars of the modern Georgian language, three moods are distinguished: narrative, connective and imperative. The others that could not take place in the language are as follows: demand, prohibition, conditional and consequential.It is interesting to discuss the Georgian-Turkish data regarding the mood category. This time we will talk about the means ofconveying the semantics of necessity in both languages.
 The number of moods of a verb in Turkish linguistic literature is five. These are: narrative, imperative, obligative, narrative, andrequest-conditional. In Georgian, the verb kilo is not decorated with a grammatical sign, ie kilo has no sign. It is one of the elements of a sequence and is expressed in the form of any sequence, it is mostly considered as a semantic category. In Turkish, all grammatical moods are marked.When conveying the semantics of Georgian necessity, a rather interesting picture is created in Turkish. In particular, in the sentence- "himself - should be considered nobility and the peasant - peasantry" = Turkish. "Beyn bey olduğu, köylünün de köylü olduğu anlaşılmalı". Due to the particle the obligation is expressed in both languages. "This story must mean something, so it must have very beautiful eyes" = Turk. „Bu haberin bir anlamı olmalı, normalde çok güzel gözleri olmalı“. The first proposition is doubtful and the second is speculative. In both cases, Turkish has the same meaning as in Georgian. "What should I be afraid of; What to be ashamed of; What should I want ...! ”= Turk. „Neden korkmalıyım; neden utanmalıyım; ne isteyebilirim?“ Georgian must present an interesting picture when translating the present participle forms into Turkish. "„Korkmalıyım, utanmalıyım“," = Turk. "You can read like that!" - Must also convey the action to be performed even in the particle II conjunction Turkish by means of thenecessary mood signs (-MALI, -MELİ).Comparative analysis of the forms of Georgian-Turkish verb moods clearly shows the common and different sides between the twostructurally different languages. Similarities and differences relate to the relevance of semantic, grammatical and lexical means.

The Development of the Verb System in the Ontological Opposition of Space and time in the Indo-European Language Family.

The research investigates the system of the Indo-European verb through the lens of Gustave Guillaume's psycho-systematics theory. By employing "mental vision" and phenomenology, the linguistic concept was explored at multiple levels: the surface structure of language in speech and the deeper level within the Indo-European language system. The analysis of the tense system of the Indo-European verb starts with the ontologisation of a person in both the world and language. This perspective highlights the taxonomic relevance of philosophical factors that shape the development of the "image of time" from a prehistoric viewpoint within the Indo-European language family. The purpose of this research is to delve into the Indo-European verb system using Gustave Guillaume's psycho-systematics theory as the theoretical framework. To achieve this, the authors draw on examples from French, English, Ukrainian, and Russian languages. The study aims to examine the process of the Indo-European verb's development within the ontological opposition of space and time and the ontological status of the grammatical tense and mood categories in the Indo-European verb system. It was discovered that grammatical forms of verbs in the Indo-European language family provide insights into their formal essence. These forms represent the "positions" they occupy within the ontological dialectical relationship of space, time, language, and thinking. The research sheds light on the Indo-European verb system by applying Guillaume's psycho-systematics theory. By clarifying the relationship between space, time, language, and thinking, a deeper understanding of linguistic structures and how they reflect human cognition and conceptualization of action can be gained.

Recommendation of using both initial pupil size and constriction latency in pupillary light reflex as objective indicators reflecting subacute pain-related mental fatigue

A previous study examining clinical subacute pain models under different methodological conditions showed that pain-induced mental fatigue can be associated with decreased initial pupil size (INIT)/shortened constriction latency (LAT) in the pupillary light reflex (PLR). We aimed to investigate the potential of INIT/LAT as objective indicators reflecting mental fatigue under the same methodological conditions. We recruited 118 patients planning to undergo three types of representative otolaryngological head and neck surgery procedures. We used the numerical rating scale (NRS) to assess subjective pain intensity and two mental fatigue-related mood categories of the Profile of Mood States, as well as INIT and LAT measurements (1) in the afternoon one day before surgery (pre1-surgery), (2) in the morning of the day of surgery (pre2-surgery), and (3) in the morning of the day following surgery (post-surgery). We assessed time point-dependent changes using one- or two-way analysis of variance, as well as responses of PLR parameters to mental fatigue using linear mixed-effects models (LMMs). As a result, NRS scores, the two mood categories, as well as LAT and INIT, showed significant time point-dependent changes. In post-hoc analyses, only INIT showed significant changes between the two pre-surgery time points. Thus, INIT values fluctuated even under pain-free conditions due to differences in the time of the day. LMMs demonstrated decreased INIT/shortened LAT related to mental fatigue. All surgical groups showed similar associations between mental fatigue and INIT/LAT findings. As each parameter has advantages and disadvantages, it is recommended to use both INIT and LAT as the indicators.

ЗэраIуатэ тешэр къэбэрдей-шэрджэсыбзэм зэрыхэтыр

The article presents a detailed analysis of the indicative mood in the Kabardino-Circassian lan-guage. In the study's course, a comparative-historical method was used with the involvement of the language material of the closely related Adyghe language. The study was carried out based on the author’s monographic work “Semantic and grammat-ical characteristics of the mood category in the Kabardian-Circassian language”, where the indica-tive expressing indicative semantics is characterized, considering such universal categories as modality and temporality. In the list of indirect moods, the indicative mood is distinguished by the greatest completeness of the system of word-change forms and expresses the reality of the action in all tense forms. The methods used in the work are based on the tradition of synchronous description, as well as on the theoretical understanding of the category of mood and modality in the works of re-searchers working in Iberian-Caucasian linguistics. The scientific novelty of the article lies in the study of the indicative in tandem with the cat-egory of time with the definition of morphological indicators. It is concluded that besides the main modality inherent in these forms out of context, Kabardian-Circassian verbs in the indicative mood can have various modal shades that characterize the action from the point of view of its re-lation to reality. An important innovation of the article is the use of a new national linguistic terminology developed by Doctor of Philology B.Ch. Bizhoev.

The Burden of Carbohydrates in Health and Disease.

Foods high in carbohydrates are an important part of a healthy diet, since they provide the body with glucose to support bodily functions and physical activity. However, the abusive consumption of refined, simple, and low-quality carbohydrates has a direct implication on the physical and mental pathophysiology. Then, carbohydrate consumption is postulated as a crucial factor in the development of the main Western diseases of the 21st century. We conducted this narrative critical review using MedLine (Pubmed), Cochrane (Wiley), Embase, and CinAhl databases with the MeSH-compliant keywords: carbohydrates and evolution, development, phylogenetic, GUT, microbiota, stress, metabolic health, consumption behaviors, metabolic disease, cardiovascular disease, mental disease, anxiety, depression, cancer, chronic kidney failure, allergies, and asthma in order to analyze the impact of carbohydrates on health. Evidence suggests that carbohydrates, especially fiber, are beneficial for the well-being and growth of gut microorganisms and consequently for the host in this symbiotic relationship, producing microbial alterations a negative effect on mental health and different organic systems. In addition, evidence suggests a negative impact of simple carbohydrates and refined carbohydrates on mood categories, including alertness and tiredness, reinforcing a vicious circle. Regarding physical health, sugar intake can affect the development and prognosis of metabolic disease, as an uncontrolled intake of refined carbohydrates puts individuals at risk of developing metabolic syndrome and subsequently developing metabolic disease.

User-centered categorization of mood in fiction

PurposeReaders articulate mood in deeply subjective ways, yet the underlying structure of users' understanding of the media they consume has important implications for retrieval and access. User articulations might at first seem too idiosyncratic, but organizing them meaningfully has considerable potential to provide a better searching experience for all involved. The current study develops mood categories inductively for fiction organization and retrieval in information systems.Design/methodology/approachThe authors developed and distributed an open-ended survey to 76 fiction readers to understand their preferences with regard to the affective elements in fiction. From the fiction reader responses, the research team identified 161 mood terms and used them for further categorization.FindingsThe inductive approach resulted in 30 categories, including angry, cozy, dark and nostalgic. Results include three overlapping mood families: Emotion, Tone/Narrative, and Atmosphere/Setting, which in turn relate to structures that connect reader-generated data with conceptual frameworks in previous studies.Originality/valueThe inherent complexity of “mood” should not dissuade researchers from carefully investigating users' preferences in this regard. Adding to the existing efforts of classifying moods conducted by experts, the current study presents mood terms provided by actual end-users when describing different moods in fiction. This study offers a useful roadmap for creating taxonomies for retrieval and description, as well as structures derived from user-provided terms that ultimately have the potential to improve user experience.

Syntactic paradigm of the English active verb cut (based on The Economist magazine)

The purpose of the study is to analyze the active verb cut in English. The article defines the models forming the synparadigma of the active verb cut, describes the semantic features of the verb, analyzes the verb cut from the point of view of its morphological categories. The author conducts a theoretical analysis of the concept of "syntactic paradigm", its differences from the morphological paradigm, and also describes various interpretations of the concept of actionality, which is important in the analysis of the syntactic paradigm of the active verb. There are a large number of points of view about what range of phenomena the concept of synparadigma covers and what is the composition of the categories significant for it. The article presents the theories of the synparadigma of D.Worth, P. Adamts. The author comes to the conclusion that the synparadigma of the active verb cut consists of 8 models: VN, VNprpN, LinkVed, Voneself, VO, VD, VNV, VNprpG. The highest frequency indicators are characterized by the VN model. An analysis of the active verb cut from the point of view of its characteristic species-specific, collateral categories and mood categories shows that the most commonly used form of the verb cut in the English-language media text is Present Indefinite and Present Perfect. Narration in the present tense provides a very strong presence effect, causes a feeling that events are happening here and now. The active verb is mainly used in the actual voice. Due to the lexical meaning, the verb cut is often used in the passive voice. The analysis of the verb along the line of the mood category revealed a large number of sentences in the indicative mood.

Decreased initial pupil size and shortened constriction latency due to negative mood states and mental fatigue in clinical subacute pain models

Previous clinical studies on pupillary light reflex parameters showed shortened constriction latency (LAT) and decreased initial pupil size (INIT) due to increased numeric rating scale (NRS) scores, reflecting subjective pain intensity, in subacute pain models. As noxious stimulation causes pupil dilation, decreased INIT (pupil constriction) was an unexpected finding. Pain-related negative moods and mental fatigue might have caused this finding. We aimed to investigate how psychological states affect LAT/INIT in two subacute pain models. For psychological assessment, we used the Profile of Mood States (POMS) and calculated the total mood disturbance (TMD) score using six mood categories. We collected data on NRS scores, POMS-related scores, LAT, and INIT through a longitudinal study. Using linear mixed-effects models, we evaluated the association of TMD scores with NRS scores, LAT, and INIT. Furthermore, we performed subanalyses targeting two mood categories that represent mental fatigue: Fatigue–Inertia (Fatigue) and Vigor–Activity (Vigor). We investigated whether obtained results can be identical in both models. In total, 141 patients were enrolled. Increased NRS scores were associated with increased TMD/Fatigue scores and decreased Vigor scores, being associated with shortened LAT/decreased INIT in both models. Score changes in NRS, TMD, Fatigue, and Vigor indicated that increased subjective pain intensity can be associated with negative mood states, especially mental fatigue. This study revealed that negative moods and mental fatigue induced by acute pain can be associated with shortened LAT/decreased INIT in both models, indicating clinical potential of LAT/INIT as objective indicators reflecting the psychological states for pain assessment.

Song Recommendation Application Using Speech Emotion Recognition

This research was conducted to facilitate the interaction between radio broadcasters and radio listeners during the song request process. This research was triggered by the difficulty of the broadcasters in monitoring song requests from listeners. The system is made to accommodate all song requests by listeners. The application produced in this study uses speech emotion recognition technology based on a person's mood obtained from the spoken words. This technology can change the voice into one of the mood categories: neutral, angry, sad, and afraid. The k-Nearest Neighbor method is used to get recommendations for recommended song titles by looking for the closeness of the value between the listener's mood and the availability of song playlists. kNN is used because this method is suitable for user-based collaborative problems. kNN will recommend three songs which then be offered to listeners by broadcasters. Based on tests conducted to the broadcasters and radio listeners, this study has produced a song request application by recommending song titles according to the listener's mood, the text message, the searching songs, and the song requests and the song details that have been requested. Functional test that has been carried out has received 100 because all test components have succeeded as expected.

Verb as optativity representation means in differently structured languages

The article is focused on analyzing the specificity of lexical and grammatical means expressing the optativity semantics in Tatar and English. Examining the matter in question based on pieces of literature explained by a widespread use of optative verbs in fiction as those which are targeted at the sphere exclusively inherent to a person’s inner world. The final stage of the study addresses the social and pragmatic substantiation of linguistic peculiarities of the verb vocabulary expressing optative mood in differently structured languages – Tatar and English. Topicality of the study is reasoned by the fact that the verb optative mood category in modern world linguistics is not a subject of a special study at present. The insufficient coverage of the optativity linguistic category primarily initiates a considerable interest in its contrast-comparative study, which is to enable determining the boundaries of grammatical forms and lexical units expressing semantics of wish and identifying their semantic features. Complexity of the study is caused by the point the article addresses an unmediated translation of belles-lettres from English into Tatar being differently structured and genetically unrelated languages, which testified to the study topicality as well.

СОПОСТАВИТЕЛЬНЫЕ ХАРАКТЕРИСТИКИ КАТЕГОРИИ НАКЛОНЕНИЯ ГЛАГОЛА В ОРОЧОНСКОМ И ЭВЕНКИЙСКОМ ЯЗЫКАХ

The current article focuses on the results of the analysis of the Orochon language mood category and the ways of its forming. The data obtained are compared with the scientific researches on the mood morphological forms in the Evenki language. The study reveals a larger variety of mood categories of the Evenki grammatical system. The fact mood suffixes of the present-future, past and future tenses in the Orochon language have partial correlation in the Evenki language. The imperative mood in both languages is represented by an equal number of grammatical categories. Therefore, imperative affixes system of the Evenki language is less rich than the one of the Orochon language. Some of the imperative morphemes in the compared languages partially correlate. The sets of subjunctive mood suffixes in the Evenki and Orochon do not correspond.

Возможностное наклонение в тверском переводном памятнике карельской письменности начала XIX века «Евангелие от Матфея»

The paper aims to reveal specificity of the potential mood forms functioning in the text of the Karelian translation of the Gospel of Matthew published in Tver at the beginning of the XIX century. Scientific originality of the study is conditioned by the fact that the potential mood forms observable in the Karelian translation of the Gospel of Matthew have not been previously investigated and also by the fact that the researcher for the first time compares this category functioning in the Karelian language of the XIX century and in the modern Tver Karelian dialects. The findings indicate that in the XIX-century language, potential mood forms are more frequent in comparison with the modern Karelian language but the potential mood category is formed in a similar way, so linguistic material of the Karelian translation of the Gospel of Matthew can be used while compiling modern textbooks.

Secondary Traumatic Stress in Maternal-Newborn Nurses: Secondary Qualitative Analysis.

BACKGROUND: Secondary traumatic stress can be the cost for clinicians when caring for persons who have been traumatized. Secondary traumatic stress is a syndrome of symptoms similar to posttraumatic stress disorder (PTSD). AIMS: To conduct a secondary qualitative data analysis of three primary data sets of secondary traumatic stress in nurses. METHODS: Cross validation was the type of qualitative secondary analysis used to compare qualitative findings across these multiple data sets. In the three primary studies, the data were analyzed for themes. In this secondary qualitative analysis, a different defining unit was chosen. This time, the four categories of PTSD symptoms (intrusions, avoidance, arousal, and negative alterations in cognitions and mood) were used to analyze the data sets using content analysis. RESULTS: For all three groups of maternal-newborn nurses, the intrusions category was ranked first and the negative cognitions and mood category was ranked second. The remaining two symptom categories were where their rankings differed. The labor and delivery and neonatal intensive care unit nurses ranked arousal symptoms third and avoidance symptoms fourth. For the nurse-midwives, the rankings for these two categories were reversed. The neonatal intensive care unit nurses comprised the one group that did not report any avoidance symptoms. CONCLUSIONS: This secondary qualitative analysis confirmed the presence of PTSD symptoms that maternal-newborn nurses struggled with as a result of caring for either critically ill infants or women during traumatic births. Hospital preventive strategies and interventions for secondary traumatic stress in nurses are discussed.

КАТЕГОРИЯ НАКЛОНЕНИЯ В КАДАРСКОМ ЯЗЫКЕ

The article examines the category of mood in the Kadar language, one of the unwritten Dargin languages spoken in Dagestan. Special attention is paid to the formation and functioning of indirect moods in this language. The authors identify nine verbal forms with modal meanings, analyse the formation of these moods, and describe the semantic meanings. The peculiarities of the mood category functioning in the Kadar language in comparison with the Akushi and other Dargin languages are identified. In particular, it is shown that the Kadar language has fewer modal verb forms comparing to other Dargin languages.

Rusça ve Türkçedeki Zarf-Fiil Yapılarındaki Anlamsal Özellikler ve Zaman Kavramı

Türkçede zarf-fiiller cümlede yüklemin anlamını çeşitli yönlerden etkileyen, fiilden bazı eklerle oluşturulan, şahıs ve zaman belirtmeyen zarf görevindeki kelimelerdir. Rusçada zarf-fiiller ise, şahıs, zaman ve kip kategorileri bulunmayan buna karşılık görünüş ve çatı kategorilerine sahip olan, zarf-fiilin kendi yapısından çok sözcük anlamına ve bağlamına göre çeşitli süreçsel özellikler yansıtan kelimelerdir. Her iki dil için zarf-fiil yapılarına ilişkin yapılan tanımlamalardan hem eylemlerin hem de zarfların özelliklerini barındırmaları açısından bu yapılara ilişkin iki dil arasında benzerlik olduğu görülmektedir. Buna karşılık, bu yapıların kullanım özellikleri daha detaylı incelendiğinde bu yapılara ilişkin her iki dilde farklılıklar bulunduğu görülmektedir. Bu farklılıklar yapısal, anlamsal ve işlevsel farklılıklar olmak üzere üç temel grupta toplanmaktadır. İki dil arasındaki farklılıkların ortaya çıktığı bir diğer alan da eylemler arası zaman ilişkilerde kendini göstermektedir. Zaman anlamı mutlak ve göreceli zaman kavramları çerçevesinde ele alınmaktadır. Bu açıdan zarf-fiillerde zaman kavramının ortaya çıkması iki şekilde ele alınabilir. Birincisi, eylemin gerçekleştiği zaman dilimi içerisinde ifade edilmesi, ikincisi ise, konuşmacının olayı algılayış biçimi şeklinde kendini gösterebilmesidir. Bu bakımdan birleşik bir cümlede ifade bulan zarf-fiilli bir cümlede zamansal ilişkileri belirtmek için belirli bir zaman dilimi kullanılabileceği gibi, zamandan önce veya sonra bir görünüş de kullanılabilir. Bu çalışmada Rusça ve Türkçedeki zarf-fiil yapılarındaki anlamsal özellikler ve zaman kavramı ele alınmaktadır. Çalışmanın amacı bu kavramlar çerçevesinde iki dil arasındaki benzerlik ve farklılıkları ortaya koyarak Rusçadaki zarf-fiil yapılarının daha iyi anlaşılmasını sağlamaktadır.

The relationship between irrealis mood and deontic modality in Paresi (Arawak)

This article presents a description and analysis of the deontic modality and its relationship with mood category (realis vs irrealis) in Paresi, a language of the Arawak family, spoken in Brazil. Data were collected from two questionnaires on deontics and texts. For the analysis of the data, we used, as the theoretical framework on mood and modality, the works of Feldman (1986), Hacquard (2006, 2010); Mithun (1995, 1999) and Palmer (2001). First, we show how the realis/irrealis mood marking occurs in Paresi. In the sequence, we describe the Paresi as a language that lexically marks the type of modality, but not the modal force. We present two markers of deontic modality in this language: maika and wa(iye)hena, which indicate both necesssity and possibility. These markers exhibit particle properties and occupy high positions in the sentence structure. Finally, we describe the deontic modality of necessity, showing that there are two types of obligations in Paresi: one indicated by the maika particle; and another, by the particle wa(iye)hena. The first figures, preferably, in contexts in which a participant is directly responsible for the realization of the event and seems to be associated to the realis mood. On the other hand, wa(iye)hena is employed in contexts of laws and general rules, which describe how a state of affairs should be, and co-occurs, predominantly, with the irrealis marker.

Some Similarities in the Future Tense Indicative Mood Categories of the Yakut and Frech Languages

Some Similarities in the Future Tense Indicative Mood Categories of the Yakut and Frech Languages

Analysis of the Relationship Among Creativity and Other Variables in Judging Musical Creation Results of Elementary School Students

본 연구는 음악 창작품에 대한 초등학교 학생들의 평가 결과를 창의성, 미적 매력, 기술적 능숙함, 공감, 호감, 분위기의 총 여섯 개 항목으로 나누어 변인별 특징과 관련성을 분석하였다. 대전 소재 초등학교 5학년 201명의 학생들이 연구에 참여하였으며, 6개 음악 창작 결과물이 평가의 대상으로 사용되었다. 이 중 분위기를 제외한 5개 변인은 리커트 척도로 측정하도록 했으며, 분위기 변인은 자유롭게 기술하도록 하였다. 연구 결과, 분위기 범주와 각각의 변인의 평균이 음악 창작결과의 특징에 따라 서로 달라짐을 발견하였다. 또한 모든 변인들은 서로 어느 정도 유의미한 상관관계를 보였다(p < .01 ～ p < .001). 이 연구를 통해 음악 창작품이 가지고 있는 음악적 특징이 평정자들의 생각과 느낌에 영향을 미치고, 작품에 대한 인지적, 정서적 요인들이 서로 관련을 가지며 복합적으로 평가에 영향을 주고 있음을 알 수 있었다.The purpose of this study is to analyze the correlation between creativity and aesthetical appeal, technical goodness, empathy, likeness, and mood variables in elementary school students judgment of musical creation results. A total of 201 students from 5th grade elementary school in Daejeon participated in the research. The results of 6 music composition were evaluated by 6 variables. 5 items except the mood were responded with the Likert scale and the mood item responded with free descriptions. As a result of research, it was found that the mood categories and means of each variables were differed by the musical characteristics of the music composition products. And there was a significant correlation between each variables on the whole(p < .01 ～ p < .001). Through this study, it could be said that the musical features of musical creations influenced thoughts and feelings of judges, and that the cognitive and emotional factors about muscial creations are related to each other and affect the evaluation in a complex way.