The following table gives information about total time taken to generate three candidate sets for user:
| user name | time(s) |
|---|---|
| rob | 30.37 |
| iliekcomputers | 12.37 |
| Vansika Pareek | 12.73 |
To get personalized recommendations for users, candidate sets are generated for each user consisting of recording ids and the user id using the underlying procedure.
Similar artists set for rob
| Top Artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist |
|---|---|---|---|---|---|---|---|---|---|---|
| Lindstrøm, Prins Thomas | ||||||||||
| New Order | Duran Duran | Tears for Fears | The Human League | Soft Cell | Frankie Goes to Hollywood | Joy Division | Talk Talk | Happy Mondays | Orchestral Manoeuvres in the Dark | Yazoo |
| Boards of Canada | Plaid | Broadcast | Zero 7 | Bonobo | Kinobe | LFO | Nitin Sawhney | Tosca | Röyksopp | Prefuse 73 |
| H.U.V.A. Network | Aes Dana | Hol Baumann | Sync24 | Koala | Irukandji | Scann-Tec | Xentrix | |||
| Woolfy, Projections | ||||||||||
| The Police | David Bowie | Duran Duran | Frankie Goes to Hollywood | Culture Club | ABBA | Rod Stewart | Tears for Fears | Dexys Midnight Runners | Foreigner | Soft Cell |
| Kalya Scintilla | ||||||||||
| Oingo Boingo | INXS | Thompson Twins | Wall of Voodoo | The Go‐Go’s | DEVO | Orchestral Manoeuvres in the Dark | The Fixx | Tears for Fears | Duran Duran | The Police |
| Pretty Lights | ||||||||||
| Four Tet | Franz Ferdinand | Hot Chip | The Kills | Jon Hopkins | Clinic | Archie Bronson Outfit | Animal Collective | Junior Boys | Clearlake | Sons and Daughters |
| Lemongrass | Nor Elle | Naomi | Alphawezen | Weathertunes | Naoki Kenji | Five Seasons | The Lushlife Project | Mystic Diversions | Club des Belugas | Geb.el |
| Outlines | Wax Tailor | Quentin Harris | Capitol A | Bajka | Jumbonics | Matthew Herbert | Marc Avon Evans | Kinny & Horne | Fink | Soul Central |
| The Beatles | Elvis Presley | The Rolling Stones | Bee Gees | The Beach Boys | Roy Orbison | The Troggs | Creedence Clearwater Revival | The Animals | The Hollies | Rod Stewart |
| Bonobo | Quantic | Andreya Triana | Alice Russell | Jazzanova | Koop | Nostalgia 77 | Fink | Belleruche | Röyksopp | Boozoo Bajou |
| Abakus | Michele Adamson | GMS vs. Jimbo | Ranajit Sengupta | Bardo State | Cyrus the Virus | Bluetech | Kuba | Sub6 | Brother Culture | Drum Druid |
| The Polish Ambassador | ||||||||||
| Blank & Jones | Tiësto | Armin van Buuren | York | Aquagen | Paffendorf | Tomcraft | 4 Strings | DJ Shog | Tom Novy | Jan Wayne |
| Tropo | ||||||||||
| The Karminsky Experience Inc. | Fila Brazillia | The Black Mighty Orchestra | Bliss | Crazy P | Mr. Natural | Deepest Blue | The Dave Pike Set | Cicada | Doctor Rockit | Denim Project |
| Goldfrapp | Röyksopp | Gorillaz | Zero 7 | Kinobe | David Guetta | Afterlife | KT Tunstall | Mylo | Turin Brakes | Starsailor |
Similar artists set for iliekcomputers
| Top Artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist |
|---|---|---|---|---|---|---|---|---|---|---|
| Maroon 5 | Rihanna | Justin Bieber | Katy Perry | Avicii | Lady Gaga | Nicki Minaj | Shawn Mendes | Bruno Mars | Calvin Harris | Kelly Clarkson |
| Kanye West | Rihanna | Akon | Ne‐Yo | The Pussycat Dolls | Chris Brown | T‐Pain | Lady Gaga | Timbaland | Flo Rida | Young Jeezy |
| The xx | Lana Del Rey | Bastille | Emeli Sandé | Dua Lipa | Milky Chance | Kungs | Starley | The Weeknd | Dimitri Vegas & Like Mike | alt-J |
| Coldplay | Robbie Williams | Katy Perry | David Guetta | P!nk | Oasis | Rihanna | Kylie Minogue | Sia | Maroon 5 | Justin Bieber |
| Kodaline | Kygo | The Chainsmokers | George Ezra | Daya | Kungs | Meghan Trainor | Alan Walker | James Arthur | Sigala | Fifth Harmony |
| Enrique Iglesias | Rihanna | Ronan Keating | David Guetta | P!nk | Pitbull | Katy Perry | Kylie Minogue | The Black Eyed Peas | Sugababes | Justin Timberlake |
| James Blake | Lana Del Rey | Bastille | Jessie J | Jessie Ware | Ellie Goulding | Emeli Sandé | alt-J | Lorde | James Bay | Benjamin Francis Leftwich |
| Drake | Nicki Minaj | Bruno Mars | Justin Bieber | Jason Derulo | Tinie Tempah | Ariana Grande | Ellie Goulding | Jessie J | J. Cole | Labrinth |
| Justin Timberlake | Beyoncé | Timbaland | Rihanna | Kelly Clarkson | Akon | Chris Brown | The Pussycat Dolls | Ne‐Yo | Ciara | John Legend |
| The Weeknd | Jonas Blue | Dua Lipa | Shawn Mendes | Jax Jones | RAYE | DJ Snake | Alessia Cara | Kygo | Imagine Dragons | Ariana Grande |
| Daft Punk | David Guetta | The Weeknd | Kylie Minogue | Jax Jones | Basement Jaxx | Coldplay | Dua Lipa | RAYE | Maroon 5 | Roger Sanchez |
| SOHN | Milky Chance | James Hersey | Lea Santee | Tyna | Chick Quest | Teutilla | CUT_ | Sam Feldt | Leyya | Feder |
| JAY-Z & Kanye West | ||||||||||
| Chromatics | alt-J | Souleance | Isaac Delusion | Ornette | Mirage | Lianne La Havas | FTSE | Trouble | Tame Impala | James Marshall |
| Post Malone & Swae Lee | ||||||||||
| Michael Jackson | Marvin Gaye | Diana Ross | The Jackson 5 | Lionel Richie | Commodores | Whitney Houston | The Supremes | Four Tops | The Miracles | Gladys Knight & The Pips |
| Backstreet Boys | Britney Spears | R. Kelly | *NSYNC | Westlife | Robbie Williams | Christina Aguilera | Spice Girls | Boyzone | Steps | Five |
| Vince Staples | Swae Lee | Post Malone | XXXTENTACION | Duckwrth | Ty Dolla $ign | Juice WRLD | Thutmose | Shaboozey | Coi Leray | Blackway |
| Radiohead | Blur | Oasis | Coldplay | Supergrass | Placebo | Suede | Manic Street Preachers | R.E.M. | The Chemical Brothers | The Verve |
| Tame Impala | Lukas Graham | The xx | Jake Bugg | Flume | The Sore Losers | Two Door Cinema Club | alt-J | Crystal Fighters | Art vs Science | Bastille |
Similar artists set for Vansika Pareek
| Top Artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist | Similar artist |
|---|---|---|---|---|---|---|---|---|---|---|
| Atif Aslam | Sukriti Kakkar | Ankit Tiwari | Mika Singh | Benny Dayal | Rahat Fateh Ali Khan | KK | Arijit Singh | |||
| Maroon 5 | Rihanna | Justin Bieber | Katy Perry | Lady Gaga | Avicii | Nicki Minaj | Shawn Mendes | Bruno Mars | Calvin Harris | Kelly Clarkson |
| Coldplay | Robbie Williams | Katy Perry | David Guetta | P!nk | Oasis | Rihanna | Kylie Minogue | Sia | Justin Bieber | Maroon 5 |
| Shafqat Amanat Ali | KK | Shruti Pathak | Advaita | Monty Sharma | Amit Trivedi | Rekha Bhardwaj | Sona | Suzanne D'Mello | Devika | Krishna Beura |
| Armaan Malik | Neha Kakkar | Dev Negi | Jubin Nautiyal | |||||||
| Asim Azhar | ||||||||||
| Rahat Fateh Ali Khan, Tanishk Bagchi, Asees Kaur | ||||||||||
| James Arthur | Dua Lipa | Martin Garrix | The Chainsmokers | Kygo | Rag’n’Bone Man | Shawn Mendes | Jonas Blue | Jax Jones | Anne-Marie | Zara Larsson |
| Sandesh Shandilya, Dhvani Bhanushali, Tanishk Bagchi | ||||||||||
| Ayo & Teo | ||||||||||
| Copeland | The Rocket Summer | Emery | Cartel | Anberlin | Fall Out Boy | Boys Night Out | Hacienda Brothers | Limbeck | Waking Ashland | Statistics |
| Rahat Fateh Ali Khan | Shafqat Amanat Ali | KK | Tulsi Kumar | Shilpa Rao | Shruti Pathak | Rekha Bhardwaj | Amit Trivedi | Sona Mohapatra | Krishna Beura | Ahmad Jahanzeb |
| Jagjit Singh | Chitra Singh | Asha Bhosle | Ghulam Ali | Udit Narayan | Hariharan | Pankaj Udhas | Kavita Krishnamurthy | Mohammed Rafi | Talat Aziz | Sonu Nigam |
| Justin Bieber | Jonas Blue | Shawn Mendes | DJ Snake | The Chainsmokers | Ellie Goulding | Ariana Grande | Kygo | Jason Derulo | Kungs | Dua Lipa |
| Ed Sheeran | Kygo | Robin Schulz | Clean Bandit | Dua Lipa | Rita Ora | Jonas Blue | Imagine Dragons | Martin Garrix | Shawn Mendes | The Chainsmokers |
| Enrique Iglesias | Rihanna | Ronan Keating | David Guetta | P!nk | Pitbull | Katy Perry | Kylie Minogue | The Black Eyed Peas | Sugababes | Justin Timberlake |
| OneRepublic | Lady Gaga | Justin Bieber | Avicii | Amy Macdonald | Duffy | Ellie Goulding | Shawn Mendes | Leona Lewis | Imagine Dragons | Bruno Mars |
| Zayn Malik | ||||||||||
| Asees Kaur | ||||||||||
| John Legend | Chris Brown | Leona Lewis | Ne‐Yo | Justin Bieber | Rihanna | Ciara | JP Cooper | Calvin Harris | Paloma Faith | Jonas Blue |