Document (#42815)

Author

Tang, M.-C.
Jhang, P.-S.

Title

Music discovery and revisiting behaviors of individuals with different preference characteristics : an experience sampling approach

Source

Journal of the Association for Information Science and Technology. 71(2020) no.5, S.540-552

Year

2020

Abstract

A mobile device-enabled experience sampling study was conducted in which 44 participants answered questions about their music experiences 5 times a day for 2 weeks. Data regarding 4 aspects of their music-related psychological traits-"music involvement," "musical identity," "preference diversity," and "preference openness"-were also collected through a background questionnaire. A classification of music access modes was proposed based on the circumstances that lead to a music listening experience. A mixed regression analysis revealed several significant interaction effects between psychological traits and the mode of music access on music enjoyment. Foremost among these was a positive interaction effect between preference openness and the playing of a known track triggered by musical cues, and that between preference diversity and exposure to new music played by others. Individuals with a strong musical identity tended to enjoy music played of their own volition without any apparent triggers. Furthermore, a multimodal logistic regression analysis also revealed the relationships between these psychological traits and the likelihood of different music access modes. Preference diversity significantly increased the likelihood of music listening triggered by need arousal. The results support the proposition that users' music-related psychological traits should be considered in personalized recommendation strategies.

Content

https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24259.

Field

Musik

Similar documents (author)

1. Tang, R.; Solomon, P.: Toward an understanding of the dynamics of relevance judgement : an analysis of one person's search behavior (1998) 3.99

   3.9916575 = sum of:
     3.9916575 = weight(author_txt:tang in 3268) [ClassicSimilarity], result of:
       3.9916575 = fieldWeight in 3268, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.983315 = idf(docFreq=40, maxDocs=44218)
         0.5 = fieldNorm(doc=3268)
   

2. Tang, R.; Solomon, P.: Use of relevance criteria across stages of document evaluation : on the complementarity of experimental and naturalistic studies (2001) 3.99

   3.9916575 = sum of:
     3.9916575 = weight(author_txt:tang in 5213) [ClassicSimilarity], result of:
       3.9916575 = fieldWeight in 5213, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.983315 = idf(docFreq=40, maxDocs=44218)
         0.5 = fieldNorm(doc=5213)
   

3. Tang, M.-C.: Browsing and searching in a faceted information space : a naturalistic study of PubMed users' interaction with a display tool (2007) 3.99

   3.9916575 = sum of:
     3.9916575 = weight(author_txt:tang in 617) [ClassicSimilarity], result of:
       3.9916575 = fieldWeight in 617, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.983315 = idf(docFreq=40, maxDocs=44218)
         0.5 = fieldNorm(doc=617)
   

4. Tang, R.; Safer, M.A.: Author-rated importance of cited references in biology and psychology publications (2008) 3.99

   3.9916575 = sum of:
     3.9916575 = weight(author_txt:tang in 1738) [ClassicSimilarity], result of:
       3.9916575 = fieldWeight in 1738, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.983315 = idf(docFreq=40, maxDocs=44218)
         0.5 = fieldNorm(doc=1738)
   

5. Tang, L.; Hu, G.: Tracing the footprint of knowledge spillover : evidence from U.S.-China collaboration in nanotechnology (2013) 3.99

   3.9916575 = sum of:
     3.9916575 = weight(author_txt:tang in 1039) [ClassicSimilarity], result of:
       3.9916575 = fieldWeight in 1039, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         7.983315 = idf(docFreq=40, maxDocs=44218)
         0.5 = fieldNorm(doc=1039)
   

Similar documents (content)

1. Tang, M.-C.; Liao, I.-H.: Preference diversity and openness to novelty : scales construction from the perspective of movie recommendation (2022) 0.30

   0.29959258 = sum of:
     0.29959258 = product of:
       1.0699735 = sum of:
         0.007126855 = weight(abstract_txt:their in 648) [ClassicSimilarity], result of:
           0.007126855 = score(doc=648,freq=1.0), product of:
             0.03609106 = queryWeight, product of:
               1.0544744 = boost
               3.1594994 = idf(docFreq=5101, maxDocs=44218)
               0.010832914 = queryNorm
             0.19746871 = fieldWeight in 648, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.1594994 = idf(docFreq=5101, maxDocs=44218)
               0.0625 = fieldNorm(doc=648)
         0.012516526 = weight(abstract_txt:between in 648) [ClassicSimilarity], result of:
           0.012516526 = score(doc=648,freq=1.0), product of:
             0.05782333 = queryWeight, product of:
               1.5411934 = boost
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.010832914 = queryNorm
             0.21646151 = fieldWeight in 648, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.0625 = fieldNorm(doc=648)
         0.13794585 = weight(abstract_txt:openness in 648) [ClassicSimilarity], result of:
           0.13794585 = score(doc=648,freq=3.0), product of:
             0.15759262 = queryWeight, product of:
               1.7991134 = boost
               8.085969 = idf(docFreq=36, maxDocs=44218)
               0.010832914 = queryNorm
             0.8753318 = fieldWeight in 648, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.085969 = idf(docFreq=36, maxDocs=44218)
               0.0625 = fieldNorm(doc=648)
         0.16983382 = weight(abstract_txt:diversity in 648) [ClassicSimilarity], result of:
           0.16983382 = score(doc=648,freq=8.0), product of:
             0.1494355 = queryWeight, product of:
               2.145671 = boost
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.010832914 = queryNorm
             1.1365025 = fieldWeight in 648, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               6.429029 = idf(docFreq=193, maxDocs=44218)
               0.0625 = fieldNorm(doc=648)
         0.1519676 = weight(abstract_txt:psychological in 648) [ClassicSimilarity], result of:
           0.1519676 = score(doc=648,freq=2.0), product of:
             0.24244018 = queryWeight, product of:
               3.1557884 = boost
               7.0917172 = idf(docFreq=99, maxDocs=44218)
               0.010832914 = queryNorm
             0.62682515 = fieldWeight in 648, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.0917172 = idf(docFreq=99, maxDocs=44218)
               0.0625 = fieldNorm(doc=648)
         0.24037781 = weight(abstract_txt:traits in 648) [ClassicSimilarity], result of:
           0.24037781 = score(doc=648,freq=2.0), product of:
             0.32912952 = queryWeight, product of:
               3.6769607 = boost
               8.2629 = idf(docFreq=30, maxDocs=44218)
               0.010832914 = queryNorm
             0.7303441 = fieldWeight in 648, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               8.2629 = idf(docFreq=30, maxDocs=44218)
               0.0625 = fieldNorm(doc=648)
         0.350205 = weight(abstract_txt:preference in 648) [ClassicSimilarity], result of:
           0.350205 = score(doc=648,freq=5.0), product of:
             0.3567543 = queryWeight, product of:
               4.6885204 = boost
               7.0240583 = idf(docFreq=106, maxDocs=44218)
               0.010832914 = queryNorm
             0.981642 = fieldWeight in 648, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               7.0240583 = idf(docFreq=106, maxDocs=44218)
               0.0625 = fieldNorm(doc=648)
       0.28 = coord(7/25)
   

2. Abrahamsen, K.T.: Indexing of musical genres : an epistemological perspective (2003) 0.17

   0.17281054 = sum of:
     0.17281054 = product of:
       0.8640527 = sum of:
         0.007126855 = weight(abstract_txt:their in 3008) [ClassicSimilarity], result of:
           0.007126855 = score(doc=3008,freq=1.0), product of:
             0.03609106 = queryWeight, product of:
               1.0544744 = boost
               3.1594994 = idf(docFreq=5101, maxDocs=44218)
               0.010832914 = queryNorm
             0.19746871 = fieldWeight in 3008, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.1594994 = idf(docFreq=5101, maxDocs=44218)
               0.0625 = fieldNorm(doc=3008)
         0.010996916 = weight(abstract_txt:access in 3008) [ClassicSimilarity], result of:
           0.010996916 = score(doc=3008,freq=1.0), product of:
             0.04819274 = queryWeight, product of:
               1.2185042 = boost
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.010832914 = queryNorm
             0.22818616 = fieldWeight in 3008, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.0625 = fieldNorm(doc=3008)
         0.012516526 = weight(abstract_txt:between in 3008) [ClassicSimilarity], result of:
           0.012516526 = score(doc=3008,freq=1.0), product of:
             0.05782333 = queryWeight, product of:
               1.5411934 = boost
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.010832914 = queryNorm
             0.21646151 = fieldWeight in 3008, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.0625 = fieldNorm(doc=3008)
         0.09130065 = weight(abstract_txt:musical in 3008) [ClassicSimilarity], result of:
           0.09130065 = score(doc=3008,freq=1.0), product of:
             0.19759847 = queryWeight, product of:
               2.4673343 = boost
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.010832914 = queryNorm
             0.4620514 = fieldWeight in 3008, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.0625 = fieldNorm(doc=3008)
         0.74211174 = weight(abstract_txt:music in 3008) [ClassicSimilarity], result of:
           0.74211174 = score(doc=3008,freq=9.0), product of:
             0.62609524 = queryWeight, product of:
               9.142552 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.010832914 = queryNorm
             1.1853017 = fieldWeight in 3008, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.0625 = fieldNorm(doc=3008)
       0.2 = coord(5/25)
   

3. Kostagiolas, P.A.; Lavranos, C.; Korfiatis, N.; Papadatos, J.; Papavlasopoulos, S.: Music, musicians and information seeking behaviour : a case study on a community concert band (2015) 0.16

   0.1558748 = sum of:
     0.1558748 = product of:
       0.779374 = sum of:
         0.010078895 = weight(abstract_txt:their in 1787) [ClassicSimilarity], result of:
           0.010078895 = score(doc=1787,freq=2.0), product of:
             0.03609106 = queryWeight, product of:
               1.0544744 = boost
               3.1594994 = idf(docFreq=5101, maxDocs=44218)
               0.010832914 = queryNorm
             0.27926293 = fieldWeight in 1787, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.1594994 = idf(docFreq=5101, maxDocs=44218)
               0.0625 = fieldNorm(doc=1787)
         0.010996916 = weight(abstract_txt:access in 1787) [ClassicSimilarity], result of:
           0.010996916 = score(doc=1787,freq=1.0), product of:
             0.04819274 = queryWeight, product of:
               1.2185042 = boost
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.010832914 = queryNorm
             0.22818616 = fieldWeight in 1787, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.0625 = fieldNorm(doc=1787)
         0.012516526 = weight(abstract_txt:between in 1787) [ClassicSimilarity], result of:
           0.012516526 = score(doc=1787,freq=1.0), product of:
             0.05782333 = queryWeight, product of:
               1.5411934 = boost
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.010832914 = queryNorm
             0.21646151 = fieldWeight in 1787, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.0625 = fieldNorm(doc=1787)
         0.09130065 = weight(abstract_txt:musical in 1787) [ClassicSimilarity], result of:
           0.09130065 = score(doc=1787,freq=1.0), product of:
             0.19759847 = queryWeight, product of:
               2.4673343 = boost
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.010832914 = queryNorm
             0.4620514 = fieldWeight in 1787, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.0625 = fieldNorm(doc=1787)
         0.654481 = weight(abstract_txt:music in 1787) [ClassicSimilarity], result of:
           0.654481 = score(doc=1787,freq=7.0), product of:
             0.62609524 = queryWeight, product of:
               9.142552 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.010832914 = queryNorm
             1.0453378 = fieldWeight in 1787, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.0625 = fieldNorm(doc=1787)
       0.2 = coord(5/25)
   

4. Haus, G.; Longari, M.; Pollastri, E.: ¬A score-driven approach to music information retrieval (2004) 0.15

   0.15267383 = sum of:
     0.15267383 = product of:
       0.76336914 = sum of:
         0.010996916 = weight(abstract_txt:access in 3058) [ClassicSimilarity], result of:
           0.010996916 = score(doc=3058,freq=1.0), product of:
             0.04819274 = queryWeight, product of:
               1.2185042 = boost
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.010832914 = queryNorm
             0.22818616 = fieldWeight in 3058, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6509786 = idf(docFreq=3120, maxDocs=44218)
               0.0625 = fieldNorm(doc=3058)
         0.017701041 = weight(abstract_txt:between in 3058) [ClassicSimilarity], result of:
           0.017701041 = score(doc=3058,freq=2.0), product of:
             0.05782333 = queryWeight, product of:
               1.5411934 = boost
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.010832914 = queryNorm
             0.3061228 = fieldWeight in 3058, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4633842 = idf(docFreq=3764, maxDocs=44218)
               0.0625 = fieldNorm(doc=3058)
         0.05241513 = weight(abstract_txt:played in 3058) [ClassicSimilarity], result of:
           0.05241513 = score(doc=3058,freq=1.0), product of:
             0.11923626 = queryWeight, product of:
               1.5649295 = boost
               7.033448 = idf(docFreq=105, maxDocs=44218)
               0.010832914 = queryNorm
             0.4395905 = fieldWeight in 3058, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.033448 = idf(docFreq=105, maxDocs=44218)
               0.0625 = fieldNorm(doc=3058)
         0.12911862 = weight(abstract_txt:musical in 3058) [ClassicSimilarity], result of:
           0.12911862 = score(doc=3058,freq=2.0), product of:
             0.19759847 = queryWeight, product of:
               2.4673343 = boost
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.010832914 = queryNorm
             0.65343934 = fieldWeight in 3058, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.0625 = fieldNorm(doc=3058)
         0.5531374 = weight(abstract_txt:music in 3058) [ClassicSimilarity], result of:
           0.5531374 = score(doc=3058,freq=5.0), product of:
             0.62609524 = queryWeight, product of:
               9.142552 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.010832914 = queryNorm
             0.8834717 = fieldWeight in 3058, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.0625 = fieldNorm(doc=3058)
       0.2 = coord(5/25)
   

5. Dubnov, S.; McAdams, S.; Reynolds, R.: Structural and affective aspects of music from statistical audio signal analysis (2006) 0.15

   0.1520582 = sum of:
     0.1520582 = product of:
       0.95036376 = sum of:
         0.036699653 = weight(abstract_txt:experience in 6011) [ClassicSimilarity], result of:
           0.036699653 = score(doc=6011,freq=1.0), product of:
             0.09274752 = queryWeight, product of:
               1.6903918 = boost
               5.0648856 = idf(docFreq=758, maxDocs=44218)
               0.010832914 = queryNorm
             0.3956942 = fieldWeight in 6011, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.0648856 = idf(docFreq=758, maxDocs=44218)
               0.078125 = fieldNorm(doc=6011)
         0.13383941 = weight(abstract_txt:listening in 6011) [ClassicSimilarity], result of:
           0.13383941 = score(doc=6011,freq=1.0), product of:
             0.19196406 = queryWeight, product of:
               1.9856402 = boost
               8.924298 = idf(docFreq=15, maxDocs=44218)
               0.010832914 = queryNorm
             0.6972108 = fieldWeight in 6011, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.924298 = idf(docFreq=15, maxDocs=44218)
               0.078125 = fieldNorm(doc=6011)
         0.16139826 = weight(abstract_txt:musical in 6011) [ClassicSimilarity], result of:
           0.16139826 = score(doc=6011,freq=2.0), product of:
             0.19759847 = queryWeight, product of:
               2.4673343 = boost
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.010832914 = queryNorm
             0.81679916 = fieldWeight in 6011, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.3928223 = idf(docFreq=73, maxDocs=44218)
               0.078125 = fieldNorm(doc=6011)
         0.61842644 = weight(abstract_txt:music in 6011) [ClassicSimilarity], result of:
           0.61842644 = score(doc=6011,freq=4.0), product of:
             0.62609524 = queryWeight, product of:
               9.142552 = boost
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.010832914 = queryNorm
             0.9877514 = fieldWeight in 6011, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               6.321609 = idf(docFreq=215, maxDocs=44218)
               0.078125 = fieldNorm(doc=6011)
       0.16 = coord(4/25)