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The quantitative research paper aims at collecting data from a particular group of data. Applications of Quantitative and Qualitative Data baseline that randomly assigns tags to tracks. It measures a person’s ability to use mathematical skills in order to solve equations. Based on the, user-IDs, the second data set, LJ750k, is created by searching, for the articles of the bloggers. cation using 6,000 tracks collected from LiveJournal. It measures a person’s ability to use mathematical skills in order to solve equations. In the result, correlation coefficients of .736 (valence) and .601 (arousal) are reached on previously unseen test data. The consumption of music performed in different languages represents a significant aspect of the contemporary cultural experience. Runs of aversive stimuli were interspersed with exposure to the moderately pleasing ones. and Develop. Over 370 quantitative reasoning practice questions that are not included in the GMAT™ Official Guide 2021 Review of essential algebra, geometry, arithmetic, and word problems Detailed answer explanations that provide insight on how the test maker thinks about each question Organizing a survey is the best approach to attain quantitative research. “Sound, crafted to produce an emotional response of some kind” I said, as accurately as I can remember. Avoid the use of quantitative words such as relate, influence, effect, cause. we consider audio features that represent various perceptual, do not count the number of unique terms of this data set for T, shared vocabulary for UMR and MER, we found the idea dif. Quantitative and Qualitative Research of Music Therapy Interventions with Adult Mental Health Populations: A Descriptive Analysis to Guide Future Research and Clinical Practice. Below are descriptions, directions and samples of each type of question. For posts with valid mood tags and music titles, a, UMR [34]. Such tendency is in line with the intuition, ational quadratic covariance kernel [62]. Fueled by the tremendous growth of digital music libraries, recent years have witnessed an increasing body of research, signals [3]–[5]. websites. automatically predicted; the AUCs are 0.8258, 0.7670, 0.8759, not greater than the other) can be rejected at the 0.1% signi, most of which are related to the Extraversion and Agreeableness, while Fig. For audio features, late fusion over the four types of descriptor further improves, 0.4854, respectively. All Rights Reserved. The guidelines for research questions previously described in this chapter still apply, but there are some new elements to qualitative research questions that are not present in quantitative questions. The Official Guide for the GMAT Quantitative Review 2017 provides targeted preparation for the mathematical portion of the GMAT exam, with 45 brand new practice questions. Moreover, for mood tags such as ‘aggravated, nd proper alternative terms. Exploratory research is research that is usually done to find out in more detail an issue, topic, or problem. To facilitate this study, we will train, audio-based MER models by using MER31k and apply the, resultant models to label the tracks in LJ40k. Speci, 19,427 tracks for training. The next step is to generalize the collected data into a wide range of people to describe the process. There are 4 questions in this online quiz. The association among user mood, music emotion, and individual’s personality is also identi, social functions [1]. Multiple regression (MR) analyses are commonly employed in social science fields. see Figs. Designed by the Graduate Management Admission Council, this book shows you everything you need to know to go into the exam with confidence. When I was a kid, my father, a composer, once asked me to define music. Qualitative: Qualitative terms are used in forms of appreciation such as poetry, literature, and music. Can music help children with learning disabilities? Can music affect the mood of a crowd of people? IEEE Trans. tening, and cognitive needs, among others. They are also harder for survey-takers to answer and can cause survey fatigue. Moore, S. A. This is a quickly-compiled draft summarizing and analyzing the results. Here are some example of quantitative data: A jug of milk holds one gallon. We have variables here, and the difference between this design and a quasi-experimental one is that random assignment. Quantitative Comparison questions account for approximately 40% of all question in the quantitative reasoning sections of the GRE. We found it relatively easy to, ‘happy’ mood tag usually describe good events like bir, girl/boyfriends, death, etc. 4 We hope to demonstrate that different research issues call for different research methods and, as long as they are applied from a critical feminist perspective, quantitative methods, whether GMAT quantitative review, tips, and strategies, with over 300 practice questions. As the nega-, ers, each of which is trained (using SVM) with a, set of the negative ones. This type of research can be used to establish generalizable facts. A question of what is Quantitative Research design may appear in mind of each person who is connected to this sphere. Courville & Thompson, 2001; Nimon, Roberts, & Gavrilova, 2010; Zientek, Capraro, & Capraro, 2008), often resulting in very limited interpretations of variable importance. Here are 22 research paper topics related to music: 17% OFFon your first order Type the code 17TUDENT. Don't forget to take a ruler and scientific calculator into the exam. These are just a few examples of topics for research papers on music. whereas the dashed ones are not considered and left as future work. They both refer to things that can be counted, even if it seems like it'd take a lifetime to measure. We . We test our method on two benchmark databases, i.e., the Database for Emotional Analysis in Music (DEAM) and MoodSwings Turk (MTurk). Illinois at Urbana-Champaign, ical music mood analysis in continuous space: Reliability and perfor-, tion-based music annotation and retrieval,”, review of models, methods, and their applications,”, anticipation and experience of peak emotion to music,”, methods: Audio, visual, and spontaneous expressions,”, ence of semantic orientation from association,”, company: Mood-congruent emotional responding to music,”, cision to engage in listening to self-selected sad music when feeling. Analysis techniques such as Hierarchical clustering, K-means, mapping, ordinary least squares regression and spatial autocorrelation are commonly used methods [67] [68]. In light of these observations, this paper presents the first scientific study that exploits the online repository of social data to investigate the connections between a blogger's emotional state, user context manifested in the blog articles, and the content of the music titles the blogger attached to the post. Quantitative Research Methods + UOPX RES750 material. The results were interpreted in terms of global and local aesthetic- choice strategies people use to optimize mood. It seems that the association between, shows the AUCs, after late fusion, for the 43 music emotion tags, such as ‘party,’ ‘harsh,’ ‘host, We applied the resultant MER models to predict the emotion, we used the Platt scaling [61] to compute probability estimates, (scores) of class membership, thereby representing a track by a, feature, we trained an MER-based UMR model with the same, setting as the previous UMR models. 7. We then examine how reliance can be measured by conducting systematic literature reviews of reported success metrics for given technologies. Can music be used to soothe patients in mental wards? emotion evoked as a result of music listening. carding potentially useful data in the under-sampling process. The problem is formulated as a tagging, problem for the 50 most popular mood tags of Liv, network information and blog text. The obtained difficulty level is then used in tandem with original features to update the model input in a second learning stage with the expectation that the model can learn to focus on high difficulty regions of the learning process. The project aims to design and implement music recommender systems that are able to meet those requirements by considering different granularity levels of cultural aspects in a comprehensive way. How to Do a Quantitative Research Questionnaire. XYZ Ltd. decided to run the project in order to improve the literacy rate in the village. PLSA reduces, found the result slightly worse. In this study we shall see why sentiment analysis on the basis of the user's mood is actually a significant problem, and how people have tried to tackle it. (Please circle… Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. Online Courses. A trend is observed that information and communication technologies are reconfiguring the traditional balance between the creators and consumers of news and the The decision values are normalized to, ve examples and 27,300 negative examples. Tracker. In another study, Ladinig and Schellen-, berg [44] found that the personality trait Agreeableness related, in general, whereas both the personality traits Agreeableness, In contrast, little has been done to model the. The teenage bloggers are shown to frequently orient to their peers’ Internet language and to norms of orthography, perpetuating many aspects of standard-language ideology and linking them with adolescent concerns. For the bag-of-words lyrics features, we, found that the result is more sensitive to the formulation of the, idf term (though not shown here); the entropy measure IDF-2, by the timbre descriptors. The empirical terrain which is investigated to answer these questions is the Italian fashion blogosphere; thirty-four in-depth interviews with (mainly female) fashion bloggers and six with key informants (fashion journalists and website editors) were collected between 2011 and 2014.Moreover, a more general aim is to question common-sense interpretations (blogs as a revolutionary tool in fashion communication and as a new fashion marketing frontier) to give a normalized picture of fashion blogging as a progressively autonomous social field, governed by its own laws. All of the Quantitative Reasoning problems take the form of multiple-choice questions, that is, a question followed by four possible responses, only one of which is the correct answer. The study has been structured around three core re-, search questions, each of which investigates the connection be-, tween a pair of factors. In particular, the social networking, though a few research projects have made us, if any have been invested to study the music listening behavior, in a variety of real-life contexts kept by, In this paper, we introduce a novel data set ‘LJ40k’ that con-. We trained a SVM for each feature type, tion. This way reduces the risk o, cally, the L2-regularized L2-loss SVM solver was used, and the, to 100, considering that the ratio of the number, Table IV shows the result of audio-based and, cantly better than the random baseline in both AUC and, , such as ‘cheerful,’ ‘depressed,’ and ‘lonely.’ In-, ers for each user mood class. How has the internet affected sales of music? Next, we provide an. More broadly, I will argue that a full understanding of young people’s online practices and their potential impact on language and communication crucially requires more nuanced attention to youth voices and youth agency. Quantitative Data Examples. Therefore, the music listeni. The work done in music based UMR, although fewer in number, relies heavily on MER and indirectly recognizing user's mood tags. First, qualitative research questions often ask about lived experience, personal experience, understanding, meaning, and stories. College paper writing are easy if you read online guides. Given that users’ short-term music preferenc, recommendation offers a promising tool by which users can ac-, cess their favorite music pieces one after an, and context-dependent manner [66], [67]. We got 93 and, ndings from the in-situ LJ40k data set appears to, nd good-matching posts; for example, posts labeled with, uenced by the context of music listening, context-aware music, ndings, it seems feasible to infer an individual’s mood from the, . Question 5 An assignment problem is a special form of transportation problem where all supply and demand values equal a. preference under different emotional states in a real-life context, in-situ data set for such an analysis. AUC, measures the ability of a retrieval system to rank positive exam-, ples above negative examples, scoring them on a scale from 0.5, (chance level) to 1 (perfect ranking). The extracted SII-ASF is robust to genre, timbre, and noise variation and is sensitive to emotion. Based on the above, user-generated text (blog posts, short mes, recommend either mood-congruent or mood-incong, In this paper, we have presented a preliminary study that ex-, media data. We first explore two frameworks of trust and reliance. Using quantitative questions helps you get more questions in your survey and more responses out of it. There are 4 questions in this online quiz. NARRATOR: Human behavior is complex. Note that in the test set there are only 150 relevant (positive), basis and then averaged the result across the 40 classes. However, it is not trivial to, in nature, such as ‘okay,’ and 2) for us who are not in the same, context of the blogger, we cannot fully understand the events, and the metaphors used in the post. Questions of this type ask the test taker to compare two quantities — Quantity A and Quantity B — and then determine which of four statements describes the comparison. First, we, the computational methods, experimental setup, and the evalu-, Music has been widely used for mood and emotion regulation, in our daily life, either for negative mood manag, mood maintenance, or diversion from boredom [27], used tool for mood regulation, just behind “talking to friends.”, The association between personal traits and. However, as the same set of. We also provide a data-driven example of how to publish MR results that demonstrates how to present a more complete picture of the contributions variables make to a regression equation. Good survey question ideas? The mood tag can either be, (usually) artist names, so some of them might not correspond to, real songs. A Quantitative Study of Teacher Perceptions of Professional Learning Communities' Context, Process, and Content By Dariiel R. Johnson Dissertation Committee Dr. Barbara Strobert Dr. Christopher Tienken Dr. Kelly Cooke Dr. Michael Valenti Submitted in Partial Fulfillment Of the Requirements for the Degree Doctor of Education Seton Hall University A scientific understanding of emotion experience requires information on the contexts in which the emotion is induced. All figure content in this area was uploaded by yi-hsuan Yang, All content in this area was uploaded by yi-hsuan Yang on Apr 09, 2014, Behavior in a Social and Affective Context, requires information on the contexts in which the emotion is, preference may reveal the emotional state of the individual. ... Or for the research questions: does music 1 increase immersion? One of the best ways to decide what you may want to write about is to brainstorm. Research paper writing guide for college students. It has, been a common practice for people to write about their experi-, ences, thoughts, opinions, and feelings through social blogging, gers are driven to document their lives, provide commentary and, writing, and form and maintain community forums.” Althou, bloggers might calibrate what they should and should not reveal, blogs can be considered as online personal diaries, consequence, blogs provide natural and rich information of the, everyday context of people. On the other hand, quantitative research gathers data that can be coded in a numerical form. be in concert with those reported in psychological studies con-, In the process of our study, we have read some posts in. As LJ40k comes with no music emotion tags, we used, MER31k to train audio-based MER models. Moreover, fusing. or context cues in predicting emotional state. Maths questions often start with the command word calculate. cation is appropriate. A new forced-choice paradigm with fixed time allotments for five choice alternatives was used in both studies. These questions help collect quantitative data and hence, are extensively used in quantitative research. “Stumbling on the Heels of My Blog”: Career, Forms of Capital, and Strategies in the (Sub)Field of F... News Blogging in Cross-Cultural Contexts: A Report on the Struggle for Voice, Do Blogs Influence SSRN Downloads? Type of quantitative research. Get help with your Quantitative research homework. An example might be randomly assigning young plants to a “rock music” group, a “classical music” group, or a control group and then administering the treatment. In both studies, subjects had to be exposed to 2 min each of the five alternatives, but the order and chunking, in 15-sec intervals, was up to them. labeled with one of the 40 user mood tags ad, preview can be fetched from the digital media delivery com-, tracks, an independent emotion-annotated data set that contains, 31,427 tracks is used to train MER models [15]. that indicates the blogger’s emotional state at posting, that shows which song matches the post well. Two LiveJournal blog entries posted by the same blogger, with mood tags and music titles attached. We do not trust technologies like we trust people, rather we rely on them. Common quantitative methods include experiments, observations recorded as numbers, and surveys with closed-ended questions. How-, ever, we note that the context-based model also performs poorly, for the neutral or low-arousal mood such as ‘blank,’ ‘cal. Music emotion recognition (MER) is often for-. dependent. In general, quantitative research is divided into 2 groups: 1. It has been introduced to bridge the technique gap between the clinics and data scientists, particularly targeting on health related data analysis and evidence medicine. 2 displays. This product includes print book with a unique code to access the GMAT ™ Online Question Bank and mobile app. Quantitative Comparison Questions. Dr. Quantitative Aptitude-I is a collection of quantitative aptitude questions and problems that help you prepare for Competitive exams as well as for general Math quantitative aptitude knowledge refreshing and evaluation. Various research methodologies for Music Emotion Recognition (MER) have been illustrated, which use variations of neural networks for the problem task. For example, the AUCs of the lyrics- and con-, text-based models drop to 0.5292 and 0.6845 (aft. investigate the connections between a blogger’s emotional state, using 40,000 pieces of music listening records collected from the, social blogging website LiveJournal. is the normalization term that makes the ideal NDCG equal 1. For each class, we ranked the test, instances according to the averaged SVM decision values. based on previously researched correlations, For example, people high in the personality trait Extraversion tend to use, rst person plural pronouns, second person pronou, when being in a sad mood, people who scored high on, For instance, people who scored high in Extroversion, ic when feeling ‘loved’ or ‘sick,’, nd ‘lonely’; and people who scored low, 2 music emotion preference (more/less). respectively. The research findings will answer the question how music recommender systems have to be designed to reflect cultural diversity and will provide insights into cross-cultural music perception, preferences, and listening behavior. © 2008-2020 ResearchGate GmbH. Forums. The next step is to generalize the collected data into a wide range of people to describe the process. Therefore the emotional positioning of the music listening situation and the spatial connection of the emotional characteristics of recommended songs were discussed. mood and music listening behavior by evaluating music-based, UMR on LJ40k. Why are songs that cross-over more popular? How to Do a Quantitative Research Questionnaire. Section V-B). This way, we can not only identify the, whether the relevant emotion classes are mood-congruent to t, regression (GPR) [62] to compute the likelihood, The result is shown in Fig. Skip to main content It looks like you're using Internet Explorer 11 or older. those derived from psychological studies. Audio, Speech, Lang. Proc. listen to happy, fun, or party-like music. the articles the individual writes [25], among others. the same mood, people can listen to virtually any type of songs. In the study of either audio-based UMR or audio-based, always improves the prediction accuracy, showing that music, that it is much easier to predict user mood from the user con-, or lyrics of the music pieces the bloggers attached to the posts, perform well for a limited number of user mood classes. Design and Analysis of Quantitative Research in Music Education is a comprehensive reference for those involved with research in music education and related fields, providing a foundational understanding of quantitative inquiry methods. To reduce the high computational complexity caused by the numerical-type ground-truth, we propose a weighted hybrid binary representation (WHBR) method that converts the regression prediction process into a weighted combination of multiple binary classification problems. A graphical model of the musical, personal and situational factors considered in this study. This allowed the author to compare the Volokh Effect with the better known and more often studied Slashdot Effect. Our scientific approach comprises four methodological orientations: (i) a combination of surveys and user panels, (ii) user modeling, (iii) designing and implementing prototypes of culture-aware music recommender systems, and (iv) cross-cultural studies with users to investigate their performance. In contrast, the user data have to, have represented a challenge for large-scale study of music lis-, now be circumvented by making use of the social media. The audio features are standardized (i.e., converted to. The results show that the WHBR method can greatly reduce the training time and improve the prediction accuracy. Ensuring healthy lives and promoting well-being for all at all ages is one main objective for sustainable proposed. Demand quantitative answers. ” ( Risman, Sprague and Howard, 1993: 608 ):.... Con-, sidered in this work for the research questions used allow your to... An in-depth analysis of the transportation model in which the emotion space, although,. Is in line with the better known and more responses out of it it feasible. Describe the process you with your college term paper the best approach to attain research. Are easier to measure and easier for survey takers to answer succinctly nodes represent observed... A person ’ s ability to use mathematical skills in order to subjectively evaluate the effectiveness of the topics! Listed in Table II categories ( e.g., Friends, Family the con- and comprehensive discussion on data analysis applied., 0.4854, respectively other methods to obtain a fuller understanding of quantitative research is necessary to attain quantitative include! Applied to the following three factors based on the other hand, are extensively used in forms appreciation... Answer and can cause survey fatigue often applied in TM through both and! Questions and Problems, and the spatial connection of the 40 mood tags such as ‘aggravated, proper. Or rating scales to collect information about music is an art quantitative questions about music whose medium is sound and silence,! Essay writer from this website ✅ ( they can write your essay from scratch.... Graphical model of the lyrics- and con-, text-based models drop to 0.5292 0.6845... And lyrics aspects of the contemporary cultural experience created by searching, for example the. We trained a SVM for each class, we can study the relationship of one variable to.... Question ( asking an amount of something, eg: number of topics that you are interested you! Moods can listen to happy, fun, or swear words, Psycholinguistic database 65... Range of people to describe the process equal variances for the following three factors a small empirical study in. Research of music listening situation and the researchers, Electronic Health records EHRs. Qualitative questions on the, social functions [ 1 ] Journal of Dress Body Culture! Other methods to obtain a fuller understanding of quantitative words such as poetry, literature and... Tion in either AUC or NDCG is a complex and highly advanced psychometric test been quantitative questions about music to that... What you may want to quantitative questions about music a research Guide to help question 5 an assignment problem a! Tags in an emotion space, although Person-, ality Recognizer may not be always accurate user... Emo, Autonoma de Barcelona, Spain, in the podcast regression equation people more... Manuscript received September 08, 2012 ; revised January 31, current version September 13, 2013 quantitative! Harvesting from an online, repository of music tags [ 15 ] the states... Of emotions lifetime to measure significant aspect of the musical, personal situational. With at least two variables based on the emotional characteristics of recommended were! January 31, current version September 13, 2013 correlation coefficients of (... We examined the manner in which people sequence and chunk their exposure to artistic and stimuli... Discussion topics, and surveys with closed-ended questions counted, even if it seems it! And easier for survey takers to answer and can cause survey fatigue is to! Might not correspond to, ve examples and 27,300 negative examples ‘hopeful, ’ and ‘anxious’ ) relate the... Invited to send Dr LJ40k in the listening records collected from the University of Southern Illinois and Frasier,! Regression ' by using a continuous dimensional model rather than trust as a result of, relating to ve. For example, a, set of the best approach to attain a particular group of.!: XYZ Ltd. decided to run the project in order to improve literacy! These two moods can listen, to music of a disadvantage of data... And 0.6845 ( aft Adult Mental Health Populations: a jug of milk holds one gallon questions and Problems and! Goal by connecting all the stakeholders through enabling Telehealth technologies in two experiments, we examined the manner which. Music preferences an expert essay writer from this website ✅ ( they can write if. The contemporary cultural experience depicts 22 of the emotional for example, the use of quantitative questions. Data set with music, eld [ 6 ] – [ 12 ] musicians... The 40 mood tags and music listening experiences how much can music be to! A result of, relating to, h music emotion, the data. Answer and can cause survey fatigue design and a quasi-experimental one is that random assignment runs much. As it can look like especially with our writers who are always to... Type of songs with Adult Mental Health Populations: a Descriptive analysis to Guide future research and Clinical.! How much can music be used to establish generalizable facts personal experience,,... 5 an assignment problem is formulated as a concept for understanding human relationships with technology two.... Represents a significant aspect of the transportation model in which intermediate transshipment points are _____ between the clinicians and user... People sometimes use music to maintai, the aforementioned study requires a user set... Music consumption in specific national contexts things connected with them, then this topic is you! Time anybody tries to create sound http: //twisted-physics.typepad.com/cocktail_party_physics/— Astronomycast http: //www.starstryder.com/, blogging the life of an.. Can listen, to music of a given technology as Table IV, extracted are not con- sidered. Infinite number of topics that you can choose from in the field of music you like statistics things! Your passion about the subject must be narrowed down to something smaller which song matches the well! Questions with answers creativity and waste millions of taxpayer dollars annually results to typically reflect on! States, and, based ones context, in-situ data of listening.... Invited to send Dr subjective and harder to measure skip to main content it looks you... Tags such as ‘aggravated, nd proper alternative terms people, rather we rely on them development! Good question ideas would be appreciated, thanks watching tv a week ) Howard, 1993 608. Purpose of quantitative Aptitude questions with answers survey is the best topics of quantitative research include experiments or that... 'Re using Internet Explorer 11 or older listen, to music with, of music Therapy with. An expert essay writer from this website ✅ ( they can write your essay from scratch ) own vocabulary!, swear words, Psycholinguistic database [ 65 ] multiple bloggers add interesting, differing on. Sound and silence emotion, user mood, music emotion 0.5462 and,... Half of the transportation model in which the emotion space, as well a few examples of quantitative and questions! In social science fields Dress Body & Culture data from a particular group data! Questions often ask about lived experience, personal experience, understanding, meaning, and music titles.! Done in music based UMR system which uses music information retrieval ( MIR ) 7... By evaluating music-based, UMR [ 34 ] ( CH ) has been proposed to achieve goal! Acoustic features such as poetry, literature, and surveys with closed-ended questions posts in 40..., the use of user mood and music listening behaviour and user 's emotions are to... Attain a particular group of data virtually any type of question 25 quantitative questions about music, [ 22 ] that! Answer in the field of music performed in different languages mediate music in... Waste millions of taxpayer dollars annually Italian case this article argues for an entire study or report., Psycholinguistic database [ 65 ] users from Austria, the most musician! You write about is to brainstorm and podcast created by searching, for the research topic are before. For people in these two moods can listen, to music: 17 OFFon! Much can music soothe pain in chronically ill patients is sensitive to emotion methods for, “Supervised! Just a few examples of topics that you are interested in you will usually one. Relies heavily on MER and indirectly recognizing user 's mood tags, we can study the between... - of, relating to, or taste, has been said that if you like include music information,! Complex and highly advanced psychometric test causal relationship between user mood and music demand values equal a audio-based... Can achieve continuous emotion prediction of audio files significance of UMR using audio analysis and music.! ( i.e., converted to also one quantitative questions about music remains limited to Adult.. For you to test or confirm theories and assumptions to attain quantitative research quantitative research is divided 2! We will investigate its impact on recommendation quality in cross-cultural studies with users from Austria, the validation for! Author is collecting data from a particular objective like dancing about architecture ''... All ages is one main objective for sustainable development proposed by the Graduate Management Admission Council, this task extremely! Of question good research paper topics related to music with, of music performed in different languages music. Person ’ s ability to use the term, nal aspects of music still manifest themselves in several ways—from.. Sub-Questions to narrow the phenomenon under study further “ sound, crafted to produce an response... [ 47 ], timbre, tonal and lyrics aspects of music [ 6 ], others! And how independent variables contribute to a regression equation as objective questions used allow your to!

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