MusIcFX: An Arbiter of Group Preferences
Citations
39 citations
36 citations
17 citations
Cites background or methods from "MusIcFX: An Arbiter of Group Prefer..."
...Our research in this paper focuses on GRSs for the ephemeral groups [1], [2] [20]–[22], [25], [28], [29], [33], [36], [50], [52]....
[...]
...• AM [28]—the group preference is generated through the average without misery strategy....
[...]
16 citations
Cites background from "MusIcFX: An Arbiter of Group Prefer..."
...For example, PolyLens (O'Connor, Cosley, Konstan, & Riedl, 2001) is designed to make movie recommendations to a group of users, as opposed to individual users; MUSICFX (McCarthy & Anagnost, 1998) allows members of a fitness center to influence, though not directly control, the selection of music in a fitness center based on 7 the music preferences of members of the center, and which of those members are currently using the center....
[...]
...…(O'Connor, Cosley, Konstan, & Riedl, 2001) is designed to make movie recommendations to a group of users, as opposed to individual users; MUSICFX (McCarthy & Anagnost, 1998) allows members of a fitness center to influence, though not directly control, the selection of music in a fitness center…...
[...]
14 citations
Cites methods from "MusIcFX: An Arbiter of Group Prefer..."
...• LM [66]–An aggregation strategy named least misery for group profile; • AVG [66]–An aggregation strategy named average for group profile; • AWM [33]–An aggregation strategy named average without misery for group profile; • MCS [36]ąłAn aggregation strategy for setting up group profile with consideration of member contribution....
[...]
...As for Netflix, results of LM, AVG and AWM are close, and AVG performs best when group size increases....
[...]
...From Figure 9, experimental results of MCS and GRS-PR are also better than the other three approaches: LM, AVG and AWM....
[...]
...AWMperforms better than LM and AVG in this set of experiments....
[...]
...When group size is 5, GRS-PR is about 10.7% better than LM and 6.0% better than AWM....
[...]
References
4,315 citations
"MusIcFX: An Arbiter of Group Prefer..." refers background in this paper
...There are situations in which the FX members are enjoying – or at least not complaining about – the station currently playing, and then one song is played that is strongly disliked by one or more people....
[...]
710 citations
"MusIcFX: An Arbiter of Group Prefer..." refers background in this paper
...There are situations in which the FX members are enjoying – or at least not complaining about – the station currently playing, and then one song is played that is strongly disliked by one or more people....
[...]
...The Olivetti Active Badge™ system [Hopper, et al., 1993; Harter and Hopper, 1994] provides a mechanism for locating and tracking individuals throughout a building using infrared badges and a network of tranceivers....
[...]
440 citations
"MusIcFX: An Arbiter of Group Prefer..." refers background in this paper
...The FX staff interface provides a corresponding control through which the staff can specify a threshold for how many members have to press their “I Hate This Song!” button before the system will respond to this adverse reaction by selecting another station in the candidate set....
[...]
111 citations
"MusIcFX: An Arbiter of Group Prefer..." refers background in this paper
...The FX staff interface provides a corresponding control through which the staff can specify a threshold for how many members have to press their “I Hate This Song!” button before the system will respond to this adverse reaction by selecting another station in the candidate set....
[...]
97 citations