Matching Items (15)
Description
In the age of information, collecting and processing large amounts of data is an integral part of running a business. From training artificial intelligence to driving decision making, the applications of data are far-reaching. However, it is difficult to process many types of data; namely, unstructured data. Unstructured data is “information that either does not have a predefined data model or is not organized in a pre-defined manner” (Balducci & Marinova 2018). Such data are difficult to put into spreadsheets and relational databases due to their lack of numeric values and often come in the form of text fields written by the consumers (Wolff, R. 2020). The goal of this project is to help in the development of a machine learning model to aid CommonSpirit Health and ServiceNow, hence why this approach using unstructured data was selected. This paper provides a general overview of the process of unstructured data management and explores some existing implementations and their efficacy. It will then discuss our approach to converting unstructured cases into usable data that were used to develop an artificial intelligence model which is estimated to be worth $400,000 and save CommonSpirit Health $1,200,000 in organizational impact.
ContributorsBergsagel, Matteo (Author) / De Waard, Jan (Co-author) / Chavez-Echeagaray, Maria Elena (Thesis director) / Burns, Christopher (Committee member) / Barrett, The Honors College (Contributor) / School of Mathematical and Statistical Sciences (Contributor) / Computer Science and Engineering Program (Contributor)
Created2022-05
Description
Unstructured data management proves an increasingly valuable asset for organizations today as the amount of data organizations own increases every year. The purpose of this project is to detail the process which ServiceNow and CommonSpirit Health use in developing their new IntelliRoute model which aims to classify and auto-resolve a significant portion of CommonSpirit Health’s more than 3,000,000 HR service-related cases. This paper examines typical strategies used to manage unstructured data and ServiceNow’s approach. Their approach focuses on data labelling by attaching a criticality sentiment to unstructured data and relating helpful knowledge base articles. The labelled data is then used to train an Artificial Intelligence model which automatically labels cases and refers appropriate knowledge articles.
ContributorsDe Waard, Jan (Author) / Bergsagel, Matteo (Co-author) / Chavez-Echeagaray, Maria Elena (Thesis director) / Burns, Christopher (Committee member) / Barrett, The Honors College (Contributor) / Computer Science and Engineering Program (Contributor) / School of Mathematical and Statistical Sciences (Contributor)
Created2022-05
Description
The ASU School of Dance presents Sharing Unimaginable Worlds: Spring Concert 2006, April 27-30, with works by dance faculty, alumni, graduate, undergraduate, and visiting artists, performed at Galvin Playhouse.
ContributorsBauer, Lindsey (Choreographer, Costume designer) / Atwood, Laura (Composer) / Vessey, Julia (Lighting designer, Dancer) / Adams, Shardai (Dancer) / Allred, Candice (Dancer) / Braun, Cc (Dancer) / Caban, Francesco (Dancer) / Evans, Laura (Mitchell) (Dancer) / Felix, Steven (Dancer) / Fisher, Rose (Dancer) / Gill, Kimisha (Dancer) / Howe, Martha E. (Dancer) / Hutchinson, Kade (Dancer) / Jones, Monique (Dancer) / McCaskill, Katie (Dancer) / McDonald, Maria (Dancer) / Manus, Nicole (Dancer) / Nielsen, Erica (Dancer) / Rajko, Stjepan (Dancer) / Robinette, Danae (Dancer) / Ross, Janie (Dancer) / Ryan, Rachel (Dancer) / Verrelli, Emily (Dancer) / Willis, Blaire (Dancer) / Zaksek, Brittany (Dancer) / Zeims, Ellie (Dancer) / Karpanty, Kimberly (Choreographer) / Ammerman, Mark C. (Lighting designer, Technical director, Lighting designer, Set designer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer, Costume designer) / Burnett, Cherie (Dancer) / Dessingue, Colette (Dancer) / Kriston, Jordan (Dancer) / Lathrop, Cerrin (Dancer) / Roberts, Cassie (Dancer) / Sedlack, Kate (Dancer) / Gandolfi, Tristan (Dancer) / Kettner, Lauren (Dancer) / Koretski, Marissa (Dancer) / Kuo, Alexis I-Cheng (Dancer) / McGloin, Aaron (Dancer, Lighting designer) / Reker, Steven (Dancer) / Scott, Jillian (Dancer, Choreographer, Dancer) / Schupp, Karen (Choreographer, Dancer) / Koch, Carolyn (Lighting designer) / Vanier, Luc (Director, Choreographer) / Burns, Christopher (Musician) / Maruszewski, Evan (Animator) / Ma, Shouze (Choreographer, Dancer, Artistic director) / Pärt, Arvo (Musician) / Bruch, Max (Musician) / Blukis, Audrey (Dancer) / Kelley, Jean (Dancer) / Parish, Sara (Dancer) / Bingle, Meghan (Choreographer, Dancer) / Flanagan, Mollie (Lighting designer) / Harrison, Lauren (Dancer) / Tonding, Tara (Dancer) / Lavista, Claudia (Choreographer, Costume designer) / Ruiz, Victor Manuel (Choreographer, Lighting designer, Costume designer) / Garcia, Jesus "Chui" (Musician) / Hart, Keira (Dancer) / Kemmerer, Shelley (Dancer) / Kenworthy, Julianna (Dancer) / Lederman, Christiana (Dancer) / Milam, Nichole (Dancer) / Richardson, Kathryn (Dancer) / Smith, Vanessa (Dancer) / Swayze, William (Sound designer) / Herberger Institute School of Dance (Musician)
Created2006
Description
The ASU School of Dance presents Poetry Both Fierce and Fragile: Spring Concert, April 19-22, with works by guest artists, dance faculty, graduate, and undergraduate students, performed at Galvin Playhouse.
ContributorsMesman, Travis (Choreographer, Dancer) / Coltrane, Ravi (Musician, Performer) / Perdomo, Luis (Performer) / Gress, Drew (Performer) / Strickland, E.J. (Performer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer) / Sandstrom, Philip W. (Lighting designer) / Nagrin, Daniel (Director) / Tovson, Kristin (Choreographer) / Basting, Samantha (Dancer) / Malan-McDonald, Sara (Dancer) / Mapes, Aileen (Dancer) / Keuter, Cliff (Choreographer, Set designer, Costume designer) / Kaplan, Robert (Musician) / Parish, Sara (Costume designer, Dancer) / Ammerman, Mark C. (Lighting designer, Set designer, Technical director) / Moses, Robert (Choreographer) / Branca, Glenn (Musician) / Cardoza, Alicia (Dancer) / Howe, Martha E. (Dancer) / Massiah, Monique (Dancer) / Doherty, Kelley (Dancer) / Harrison, Christina (Dancer, Performer) / Mooney, Elina (Choreographer, Artistic director) / Ettinger, John (Musician) / Hester, Michael (Musician) / Smith, J. B. (Musician) / Blumenfeld-Jones, Donald (Dancer) / Ma, Shouze (Dancer) / Limon, Jose (Choreographer) / Kodaly, Zoltan (Musician) / Watt, Nina (Director) / Lee, Ming Cho (Costume designer, Set designer) / McGloin, Aaron (Performer) / Balderamma, Andrew (Performer) / Baum, Doug (Performer) / Johnson, George (Performer, Performer) / McNamara, Caitlyn (Performer) / Sheldrick, Sarah (Performer) / Spondello, Alison (Performer) / Grabionowski, Nicole (Performer) / Hancock, Whitney (Performer) / Hauk, Chelsey (Performer) / Kosowski, Jenna (Performer) / Wooldridge, Holly (Performer) / Evans, Laura (Performer) / Mollicone, Karissa (Performer) / Felix, Steven (Performer) / Trujillo, Davey (Performer) / Bormann, Megan (Performer) / Clegg, Brittany (Performer) / DeVries, Debbie (Performer) / Sakolsky-Basquill, Lydia (Performer) / Schwab, Katies (Performer) / Koch, Carolyn (Production manager) / Swayze, William (Sound designer)
Created2007
Description
The ASU School of Dance presents Moving Ground, November 16-19, with works by dance faculty, graduate, and visiting artists, performed at the Dance Studio Theatre, PEBE 132.
ContributorsLathrop, Cerrin (Choreographer) / Stevens, Sufjan (Musician) / Scott, Jillian (Costume designer) / Dessingue, Collete (Dancer) / Doherty, Kelley (Dancer) / Grabianowski, Nicole (Dancer) / Kirwan, Molly (Dancer) / Kuo, Alexis I-Cheng (Dancer) / Roberts, Cassie (Dancer) / McGloin, Aaron (Choreographer, Dancer) / Marcus, Andrew (Choreographer, Dancer) / Afanador, Kathlea (Dancer) / DeVincenzo, Rachel (Dancer) / Fisher, Rose (Dancer) / Hancock, Whitney (Dancer) / Hendrix, Robbia (Dancer) / Kettner, Lauren (Dancer) / Mumford, Jessica (Dancer) / Ramey, Alyssa (Dancer) / Piver, Harper (Dancer) / Caban, Francesco Gabrial (Choreographer, Costume designer, Dancer) / Caban, Fred (Composer) / Ma, Shouze (Choreographer) / Harrison, Christina (Dancer) / Kosowski, Jenna (Dancer) / Woodbridge, Holly (Dancer) / Parish, Sara (Dancer) / Mesman, Travis (Dancer) / Pärt, Arvo (Musician) / Nidrei, Kol (Musician) / Sieber, Jami (Musician) / Bruch, Max (Musician) / Chipaumire, Nora (Choreographer) / Jackson, Mahalia (Musician) / Caron, Bridgette (Dancer) / Cortez, Sarah (Dancer) / Dessingue, Colette (Dancer) / Basting, Samantha (Dancer) / DeVries, Deborah (Dancer) / Massiah, Monique (Dancer) / Ross, Janie (Dancer) / Schwab, Katherine (Dancer) / Spondello, Alison (Dancer) / Tovson, Kristin (Dancer) / Wajih, Sonja (Dancer) / Mooney, Elina (Artistic director) / Swayze, William (Sound designer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer) / Ammerman, Mark C. (Technical director, Set designer) / Koch, Carolyn (Production manager, Lighting designer)
Created2006
Description
The ASU School of Dance presents Emerging Artists II, February 14-17, with works by dance BA and MFA students Cassie Roberts, Katie McCaskill, Lydia Sakolsky-Basquill, Kelly Doherty, and Kristin Tovson, performed at the Dance Studio Theatre.
ContributorsHergerber Institute School of Dance (Publisher) / Ackermann, Jennifer Keane (Choreographer) / McGloin, Aaron (Lighting designer) / Mihaleva, Galina (Costume designer, Costume designer) / Roberts, Cassie (Costume designer, Dancer) / Ebling, Brett (Choreographer, Costume designer) / Trujillo, Davey (Lighting designer, Dancer) / Abruzzi, Lucio (Dancer) / Dumont, Marguerite (Dancer) / Hosack, Brittany (Dancer) / Hauk, Chelsey (Dancer) / Kozulla, Ashle (Dancer) / Murray, Leigh (Dancer) / Mollicone, Karissa (Dancer) / Buskirk, Kelly Van (Dancer) / Fitzgerald, Mary (Choreographer, Costume designer, Set designer) / Koch, Carolyn (Lighting designer) / McCaskill, Katie (Costume designer, Dancer) / Ammerman, Mark (Set designer) / Limon, Jose (Choreographer) / Sakolsky-Basquill, Lydia (Costume designer, Dancer) / Doherty, Kelley (Choreographer, Costume designer, Dancer) / Benard, Jacqueline (Costume designer) / Faciana, Maria (Dancer)
Created2008
Description
The ASU School of Dance presents The Dance Annual, April 15-17, with works by dance faculty, alumni, graduate, undergraduate, and visiting artists, performed at Margaret Gisolo Dance Studio.
ContributorsPellegrino, Laura (Choreographer, Editor, Costume designer, Performer, Dancer) / Ullom, Kathryn (Costume designer, Performer) / Rodriguez, Juan (Choreographer, Lighting designer, Performer, Costume designer) / Bouey, BJ (Lighting designer) / Benard, Jacqueline (Costume designer) / Mihaleva, Galina (Costume designer) / Burke, Ashley (Performer) / Laney, Echo (Performer) / Levin, Felicia (Performer, Dancer) / Groom, Léla (Performer) / Sykes, Cleo (Performer) / Kelly, Anthony James (Choreographer, Lighting designer, Performer) / Angkham, Veng David (Performer) / Codina, Tessa (Performer) / Cooper, Hannah (Performer) / Konzal, Michaela (Performer) / Schneider, Samantha (Performer) / Hillerby, Rebecca Blair, Penelope Salt (Choreographer, Performer, Dancer) / Bedford, Crystal (Performer, Choreographer, Costume designer, Dancer) / Kosowski, Jenna (Choreographer) / Wrobel, Tara, Georgina Bliss (Lighting designer, Choreographer, Costume designer, Performer, Dancer) / Zuccola, Renee (Performer) / Wall-MacLane, Laurel (Choreographer, Performer) / Chapman, Eric (Performer, Costume designer) / Gonzales, Anthony (Performer, Dancer) / Brown, Alyssa (Performer, Dancer) / Karr, Mandi (Performer, Dancer) / McHale, Samantha (Performer) / Mayes, Paige (Performer, Costume designer) / Myers, III, J. Ivory (Performer) / Tamez, Laura (Performer, Costume designer) / Wilcox, Madeline (Performer) / Mitchell, John (Performer) / Standley, Eileen (Performer) / Page, Monica (Performer) / Yuen, Priscilla (Performer) / Duarte, Cristian (Choreographer) / Koch, Carolyn (Lighting designer) / Ford, Mary (Performer, Costume designer, Dancer) / Gersony, Alyssa (Performer, Costume designer, Dancer) / Millizer, Emily (Performer, Costume designer, Dancer) / Waugh, Whitney, Foxy McGillicutty (Performer, Costume designer, Dancer) / Zakrewski, Emily, Pennelopi Lawson (Performer, Costume designer, Dancer) / Britt, Melissa (Choreographer) / Castro, Angel (Lighting designer) / Lerma, Miguel (Choreographer, Costume designer, Performer) / Spranger, Emily (Choreographer, Costume designer) / Vining, Robin (Composer) / Trujillo, Davey (Lighting designer) / Ammerman, Mark C. (Set designer, Lighting designer) / Fletcher, Kasey (Dancer) / Ferrell, Rebecca A. (Choreographer, Costume designer, Dancer) / Hull, Scott (Sound designer) / Raviotta, Todd A. (Sound designer) / Ling, Amanda, Blair Ellis (Performer, Dancer) / Barnard, Ashley (Dancer) / Bocchino, Corinne (Dancer) / Bouey, J (Dancer) / Montoya, Reyna (Dancer)
Created2011
Description
The ASU School of Dance presents Emerging Artists I, October 8-10, with works by dance MFA candidates Randi L. Frost, Emily Spranger, and Omilade Davis, performed at the Dance Lab, FAC 122.
ContributorsFrost, Randi L. (Choreographer, Costume designer, Set designer) / Trujillo, Davey (Lighting designer) / Ammerman, Mark C. (Set designer) / Barrett, Kristen (Dancer) / Ferrell, Rebecca A. (Dancer) / Fletcher, Kasey (Dancer) / Klassen, Kaitlyn (Dancer) / Oyer, Xela (Dancer) / Wrobel, Tara (Dancer) / Spranger, Emily (Choreographer, Costume designer) / Benard, Jacqueline (Costume designer) / Brown, Alyssa (Dancer) / Gonzales, Anthony (Dancer) / Karr, Mandi (Dancer) / Pellegrino, Laura (Dancer) / Tryon, Chelsi (Dancer) / Zakrewski, Emily (Dancer) / Davis, Omilade (Choreographer, Costume designer, Videographer, Dancer) / Bey, Gabriel (Composer) / Muhammad, Andre (Composer) / Thompson, Darrell (Composer) / Al-Malik, Sylvia (Dancer) / Davis, Andre (Dancer) / Mayes, Paige (Dancer) / Muhammad-Hays, Ajah (Dancer)
Created2010
Description
The ASU School of Dance presents Emerging Artists II, November 5-7, with works by dance MFA candidates Rebecca A. Ferrell, Rebecca Blair Hillerby, and Crystal Bedford, performed at the Margaret Gisolo Dance Studio.
ContributorsHerberger Institute School of Dance (Publisher) / Ferrell, Rebecca A. (Choreographer) / Swayze, William (Sound designer) / Ammerman, Mark C. (Set designer, Lighting designer) / Mihaleva, Galina (Costume designer) / Bouey, BJ (Dancer) / Hull, Scott (Sound designer) / Trujillo, Davey (Lighting designer) / Raviotta, Todd A. (Sound designer) / Wrobel, Tara, Georgina Bliss (Performer) / Ling, Amanda, Blair Ellis (Performer, Dancer) / Zakrzewski, Emily, Pennelopi Lawson (Performer) / Waugh, Whitney, Foxy McGillicutty (Performer, Dancer) / Hillerby, Rebecca Blair (Performer, Director, Costume designer, Set designer) / Barrett, Kristen (Dancer) / McHale, Samantha (Dancer) / Pellegrino, Laura (Dancer) / Bedford, Crystal (Choreographer, Costume designer, Dancer) / Barnard, Ashley (Dancer) / Bella, Maya (Dancer) / Bocchino, Corinne (Dancer) / Ford, Mary (Dancer) / Levin, Felicia (Dancer) / Montoya, Reyna (Dancer) / Tully, Meghan (Dancer) / Ver Hagen, Michelle (Dancer)
Created2010
Description
The ASU School of Dance presents Undergraduate Concert, April 14, with works by dance undergrad students, performed at the Dance Studio Theatre, PEBE 132.
ContributorsGersony, Alyssa (Designer, Performer) / Fletcher, Kasey (Choreographer, Costume designer, Dancer) / David, Ashley (Lighting designer, Performer) / Wrobel, Tara (Lighting designer, Choreographer, Dancer) / Gallagher, Grace (Dancer) / Karr, Mandi (Dancer) / Pellegrino, Laura (Dancer, Choreographer, Editor, Costume designer) / Zakrzewski, Emily (Dancer, Dancer) / Bradley, LaTefia (Choreographer, Costume designer, Dancer) / Gillie, Randy (Lighting designer) / Ash, Alesia (Dancer) / Lerma, Miguel (Dancer, Costume designer) / Muhammad, Ajah (Dancer) / Tully, Megan (Dancer) / Myers, Molly (Choreographer, Costume designer, Dancer) / Trujillo, Davey (Lighting designer) / Malan-McDonald, Sara (Choreographer, Costume designer) / David, Margie (Costume designer) / Ammerman, Mark C. (Lighting designer) / Klassen, Katy (Performer) / Barret, Kristen (Choreographer, Dancer, Costume designer) / Ford, Mary (Choreographer, Costume designer) / Oyer, Xela (Choreographer, Dancer, Costume designer) / Brown, Alyssa (Choreographer, Costume designer) / Tamez, Laura (Dancer) / Wilcox, Madeline (Dancer) / Gonzales, Anthony (Choreographer, Costume designer) / Bartholomew, Jessica (Dancer) / Haber, Mimi (Dancer) / Hergenroether, Amy (Dancer) / Lapez, Cassidy (Dancer) / Pearson, Daniel (Dancer) / Tryon, Chesli (Dancer)
Created2010