• Title/Summary/Keyword: Music listening

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A Hybrid Music Recommendation System Combining Listening Habits and Tag Information (사용자 청취 습관과 태그 정보를 이용한 하이브리드 음악 추천 시스템)

  • Kim, Hyon Hee;Kim, Donggeon;Jo, Jinnam
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.2
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    • pp.107-116
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    • 2013
  • In this paper, we propose a hybrid music recommendation system combining users' listening habits and tag information in a social music site. Most of commercial music recommendation systems recommend music items based on the number of plays and explicit ratings of a song. However, the approach has some difficulties in recommending new items with only a few ratings or recommending items to new users with little information. To resolve the problem, we use tag information which is generated by collaborative tagging. According to the meaning of tags, a weighted value is assigned as the score of a tag of an music item. By combining the score of tags and the number of plays, user profiles are created and collaborative filtering algorithm is executed. For performance evaluation, precision, recall, and F-measure are calculated using the listening habit-based recommendation, the tag score-based recommendation, and the hybrid recommendation, respectively. Our experiments show that the hybrid recommendation system outperforms the other two approaches.

The effects of music listening, autogenic training, and music-assisted autogenic training on the quality of life, relaxation responses, and daily living of migraine patients

  • Lee, Suyeon
    • Journal of Music and Human Behavior
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    • v.2 no.1
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    • pp.67-85
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    • 2005
  • The purpose of this study was to investigate the effect of music listening, autogenic training, and music-assisted autogenic training on the quality of life, physiological and psychological relaxation responses, and daily living in a population of migraine patients. Forty migraine patients, ranging 20 to 60 years, were referred to the researcher by their physicians and participated in the study. A convenience control-group pretest-posttest design was employed. The participants were randomly assigned to one of four groups: music listening (ML), autogenic training (AT), music-assisted autogenic training (MAT), or a control group participants, with n = 10 participants per group. The participants in experimental groups received four 30-minute sessions with an assigned treatment, once a week during a 4-week experiment period. The participants in the control group continued their regular medical treatment as prescribed by the doctor without receiving any other relaxation treatment. However, they were still aware of the research and their responsibilities for the study. The Migraine Assessment (MIDAS) and Migraine-Specific Quality of Life (MSQOL) questionnaire were used to investigate a migraine patients' quality of life collected before and after the 4-week experiment for all subjects. The physiological and psychological relaxation responses of migraine patients were measured by relaxation levels and forehead temperature recorded before and after each treatment session for the participants in three treatment conditions. The effect of the relaxation treatments on daily living of migraine patients was examined through the frequency and intensity of migraine headaches, and the amount of medication taken for migraine headaches during the 4-week experiment as recorded in participants' diary for all participants. The results found significant differences from pre- to posttest on the MIDAS, MSQOL, and relaxation levels while no significant was found among the groups. The analysis of forehead temperature showed no significant difference from pre- to posttest and among the groups. A one-way ANOVA was performed on the frequency, intensity, and amount of medication taken for migraine headaches during the 4-week experiment period. While results yielded no significant difference among the groups, the data indicate that the participants in the three treatment groups reported fewer migraine headaches, lower degrees of headache intensity, and less medication taken for migraine headaches than participants in the control group. A conclusion drawn from this study is that music listening itself as a relaxation treatment, or as an adjunct to other relaxation techniques can be effective in the treatment of migraine headaches.

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The effect of Ssukdaemeori on depression: A heartrending song of sorrow, Han Ak (Korean music, 韓樂) is wetting on YouTube sung by Bang-ul, Im (https://youtu.be/IFzFeJcVLp4)

  • Ko, Kyung-Ja;Kim, Ji-Youn
    • CELLMED
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    • v.6 no.4
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    • pp.25.1-25.2
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    • 2016
  • The purpose of this study is to examine Ssukdaemeori of Chunhyangga may have effect on depression for music therapy. Ssukdaemeori of Chunhyangga, one of the five surviving stories of pansori (a long epic song), is a touching, sad song in Han Ak (Korean music, 韓樂). In this paper, the author reports on the very sad song, Ssukdaemeori. While listening to the song, Koreans feel the same amount of despair when Ssudaemeori's heroine, Chunhyang, cries out in hopelessness and grief. The author argues that Koreans get to see the saddest parts of themselves reflected back at them in the sorrowful sight of the heroine. It is also believed that Ssukdaemeori has contributed to the healing of Koreans' indignation and pain. For example, depression is currently a social problem. However, listening to sorrowful music like Ssukdaemeori can have a good effect on people feeling sad and depressed.

Music Factory : A Composition and Listening System based-on Web Databases (뮤직 팩토리: 웹 데이터베이스를 기반으로 한 작곡 및 청음 시스템)

  • Son, Hayeseul;Jung, Su-Jin;Bae, Myung-Sook;Ahn, Hoo-Young;Park, Hwa-Jin;Park, Young-Ho
    • Journal of Digital Contents Society
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    • v.11 no.1
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    • pp.9-16
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    • 2010
  • Recently, needs and interests that people want to create their digital contents in ubiquitous environment are growing fast. Among the digital contents, people are also interested in the music contents. However, it is hard to find a system which manages and shares music contents easily. The paper proposes a system that provides a composition function for music, a mixing function for music, and a function for ear training. The contributions of the paper are as follows. First, the paper provides a music management system which enables music compositions, listening function of music, searching functionalities. Second, the paper introduces a function of mixing drum sound for managing rhythms. Third, the paper provides game contents which improve senses of music. The proposed system is expected that enables users composite music in ubiquitous environment, provides rich functions for compositions, and improves senses of music.

The Effects of Music Therapy by Self-Selected Music Listening on Terminal Cancer Patients' Affect and Stress by Pain Level (선호 음악 감상의 음악치료가 말기암환자의 통증 정도에 따른 정서 및 스트레스에 미치는 효과)

  • Lee, Eun-Hai;Choi, Sung-Eun
    • Journal of Hospice and Palliative Care
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    • v.15 no.2
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    • pp.77-87
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    • 2012
  • Purpose: This study investigated the effects that music therapy by self-selected music listening has on the affect and stress relief in adult patients who have been diagnosed with terminal cancer by pain level. Methods: Participants were 20 terminally ill cancer patients who were over 18 years old and were admitted to the hospice and palliative care unit of a local hospital. At the beginning of each session, participants selected music of their choice. Each participant had a total of six 30-minute music listening sessions. Participants were grouped into two according to their self-rated perceived pain scores on the visual analogue scale and numeric rated score: 5 and above and less than 5. Each participant completed a questionnaire on their affect state before and after each session and a questionnaire on their stress level before the first session and after the last session. Further analysis was performed to compare differences between the two groups according to pain level. Results: There were significant differences in patients' affect before and after each session (P<0.001) and stress level before and after the therapy (P=0.001). Conclusion: In this study, self-selected music listening had positive effects on terminal cancer patients' affect and stress regardless of perceived pain level. Therefore, self-selected music listening can be used as an appropriate intervention to improve affect and reduce stress in terminal cancer patients in the hospice and palliative care unit.

Effect of Carnatic Music Listening Training on Speech in Noise Performance in Adults

  • Amemane, Raksha;Gundmi, Archana;Mohan, Kishan Madikeri
    • Journal of Audiology & Otology
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    • v.25 no.1
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    • pp.22-26
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    • 2021
  • Background and Objectives: Music listening has a concomitant effect on structural and functional organization of the brain. It helps in relaxation, mind training and neural strengthening. In relation to it, the present study was aimed to find the effect of Carnatic music listening training (MLT) on speech in noise performance in adults. Subjects and Methods: A total of 28 participants (40-70 years) were recruited in the study. Based on randomized control trial, they were divided into intervention and control group. Intervention group underwent a short-term MLT. Quick Speech-in-Noise in Kannada was used as an outcome measure. Results: Results were analysed using mixed method analysis of variance (ANOVA) and repeated measures ANOVA. There was a significant difference between intervention and control group post MLT. The results of the second continuum revealed no statistically significant difference between post training and follow-up scores in both the groups. Conclusions: In conclusion short-term MLT resulted in betterment of speech in noise performance. MLT can be hence used as a viable tool in formal auditory training for better prognosis.

Effect of Carnatic Music Listening Training on Speech in Noise Performance in Adults

  • Amemane, Raksha;Gundmi, Archana;Mohan, Kishan Madikeri
    • Korean Journal of Audiology
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    • v.25 no.1
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    • pp.22-26
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    • 2021
  • Background and Objectives: Music listening has a concomitant effect on structural and functional organization of the brain. It helps in relaxation, mind training and neural strengthening. In relation to it, the present study was aimed to find the effect of Carnatic music listening training (MLT) on speech in noise performance in adults. Subjects and Methods: A total of 28 participants (40-70 years) were recruited in the study. Based on randomized control trial, they were divided into intervention and control group. Intervention group underwent a short-term MLT. Quick Speech-in-Noise in Kannada was used as an outcome measure. Results: Results were analysed using mixed method analysis of variance (ANOVA) and repeated measures ANOVA. There was a significant difference between intervention and control group post MLT. The results of the second continuum revealed no statistically significant difference between post training and follow-up scores in both the groups. Conclusions: In conclusion short-term MLT resulted in betterment of speech in noise performance. MLT can be hence used as a viable tool in formal auditory training for better prognosis.

Effects of Passive Music Listening on Psychological Well-Being and Depression in Undergraduate Nursing Students (수동적 음악청취가 간호대학생의 심리적 안녕감과 우울에 미치는 효과)

  • Yoo, Moon-Sook;Park, Jee-Won;Song, Mi-Sook;You, Mi-Ae;Park, Hyung-Ran
    • Journal of Korean Public Health Nursing
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    • v.27 no.3
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    • pp.490-499
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    • 2013
  • Purposes: This study was conducted in order to investigate the effects of passive music listening on psychological well-being and depression in 134 nursing students enrolled in two colleges of nursing in Kyeonggi-do, Korea. Methods: A prospective, pretest and posttest, controlled, quasi-experimental design was used. An intervention group (n= 74) participated in a 14-week passive music listening program before and after each lecture while those who were assigned as a control group (n=60) were given a series of traditional lectures. Analysis of data was performed using chi-square test, independent t-test, and Mann-Whitney U test, using SPSS 19.0. Results: Although no significant difference was observed in psychological well-being (t=0.34, p=.738), depression (z=-3.19, p=.001) showed a significant difference in the experimental group compared to the control group. Conclusions: This study provided evidence of the beneficial impact of passive music listening for nursing students with depression. Conduct of further studies will be needed in order to verify the effects on psychological well-being.

A study on the behavior of adolescence's music listening (청소년의 음악 감상 행동에 관한 연구)

  • Seo, Seung Mi
    • Journal of Music and Human Behavior
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    • v.2 no.2
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    • pp.1-14
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    • 2005
  • This research was to study the behavior of listening music, music preference, meaning and role of music. The interviewees were 158 male/female students of high school in second level. This research had a interview which is composed with 7 multiple choice-questions and 1 short answer-question. In result, in the question of 'The average time of listening music', the most students(64, 41.8%) answered '1~2hours', the secondary, '2~3hours' which was 32.(20.9%) In the next question, 'The preference of music genre', 87students(56.8%) answered 'Korean pop and rock', 'American pop' was 11.1% each. Regarding 'The favorite mood of music', 50.3% of students answered 'Mellow songs, 24.8% of students answered 'Jaunty songs'. Regarding 'The social factor of listening music', more than half students(56.7%) agreed that friends or something like that may affect their music preference. Likewise, 51.6% agreed that their temper or character may affect their music preference. They answered that they enjoy the music usually when they take a rest(30.1%), when in moving(24.3%). Lastly, it said 'The meaning of music' is mostly 'Getting rid of stress and Refresh'(25.1%). And 'Calmness', 'Comfort' was 21.8%. The music especially to students means 'Emotional exit'. The music which can enable them to express their feelings is related with feeling and emotion deeply. And emotional factors like stress, depression, anxiety becomes the main reason of accepting the music meaningfully. In conclusion, This research says that they experience positive feelings and express emotions through music which enables them to understand fully their feelings and emotions.

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Effects of Music Listening on Anciety in Partients betore Undergoing Hyterectomy (음악청취가 자궁절제술전 환자의 불안에 미치는 효과)

  • Park, Hyun-Sook;Chio, Euy-Soon
    • Women's Health Nursing
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    • v.3 no.1
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    • pp.72-81
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    • 1997
  • The purpose of this study was to elucidate the effects of musical listening on anxiety in patients undergoing abdominal hysterectomy. On the basis of the research criterias, 46 patients were recruited from Kang-Nam St. Mary's Hospital in Seoul from October 1 to December 31, 1995. 20 patients of them were participated as the experimental group who received musical listening session with self-selected music tapes, while 26 patients as the control group who didn't receive that session. The musical listening sessions composed of 3 periods, the pre-operation evening, just before sleeping, the operation morning. There were no differences between two groups, in terms of age education, religion, the experience of operation, the perception of uterus, and the weight(%). The State-Trait Anxiety Inventory(STAI) was used to measure anxiety on all patients. And serum cortisol levels, fasting blood sugar levels, systolic and diastolic blood pressure were collected at the day before surgery and the operation day. The results were as follows : 1. There were no significant differences in State-Anxiety between the two groups. 2. The differences of serum cortisol level between the day before surgery and the operative day were significantly lower in experimental group than in control group(P=0.03). 3. The level of fasting blood sugar was significantly decreased in experimental group(P=0.01). 4. Systolic blood pressure level was significantly decreased in experimental group(P=0.02). While Diastolic blood pressure level was not significant between two groups. It is suggested imply that the musical listening during the perioperative period may alleviate the perioperative anxiety levels in patients undergoing abdominal hysterectomy.

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