title: An investigation of the factors affecting guest selection of hotel/motel accommodation within New Zealand: development of a management decision model

authors: Lockyer, Tim

abstract: This research investigates the factors that influence the selection of hotel/motel accommodation in New Zealand. The tourism and hospitality industries are an important part of the New Zealand economy, with tourism producing more overseas income than any other individual industry. It is vitally important for hotel and motel owners and management to understand the factors that affect occupancy in order that they may implement decisions to take best advantage of the assets and obtain the highest return on the investment. A holistic approach or one that looks at the many factors influencing hotel occupancy has been adopted as this encourages an interdisciplinary method to the study of hotel occupancy, and broadens the investigation. This gives the research a particular focus on the problem of occupancy because the analysis includes an extensive spectrum of factors. 

The specific objective is to investigate the factors that influence occupancy and to produce the findings in the form of a management decision model. The data for this research was gathered from three sources: first a small group of researchers and industry stakeholders participated in-depth interviews, which comprised open questions asked to determine from their perspective the factors that have the greatest affect on occupancy. The main findings from these interviews were used to develop a survey conducted among hotel decision-makers; management was specifically chosen for this, as it was believed that there would be a broader knowledge and experience base. The final set of data was collected from a survey of potential guests. 

In developing the management decision model, a number of tools were employed including neural networks and linear structural equation modelling. These analyses gave a rich result to the findings and this was applied to the development of stochastic¹ management decision models (Goel & Richter-Dyn, 1974; Bekker & Saayman, 1999), using the main findings from the interviews with researchers and industry stakeholders as a reference point. 

The contribution of this research included evidence of: 1). The significant “Gap” between the factors influencing occupancy relating to researchers and industry stakeholders and hotel decision-makers on the one hand and potential guests on the other; 2). The structure and factors involved within a hotel occupancy decision model; 3). The demographic influences on the factors within the management decision model. 

¹The way in which the variables within the model relate and impact on each other.

text: An investigation of the factors affecting guest selection of hotel/motel accommodation within New Zealand: development of a management decision model This research investigates the factors that influence the selection of hotel/motel accommodation in New Zealand. The tourism and hospitality industries are an important part of the New Zealand economy, with tourism producing more overseas income than any other individual industry. It is vitally important for hotel and motel owners and management to understand the factors that affect occupancy in order that they may implement decisions to take best advantage of the assets and obtain the highest return on the investment. A holistic approach or one that looks at the many factors influencing hotel occupancy has been adopted as this encourages an interdisciplinary method to the study of hotel occupancy, and broadens the investigation. This gives the research a particular focus on the problem of occupancy because the analysis includes an extensive spectrum of factors. 

The specific objective is to investigate the factors that influence occupancy and to produce the findings in the form of a management decision model. The data for this research was gathered from three sources: first a small group of researchers and industry stakeholders participated in-depth interviews, which comprised open questions asked to determine from their perspective the factors that have the greatest affect on occupancy. The main findings from these interviews were used to develop a survey conducted among hotel decision-makers; management was specifically chosen for this, as it was believed that there would be a broader knowledge and experience base. The final set of data was collected from a survey of potential guests. 

In developing the management decision model, a number of tools were employed including neural networks and linear structural equation modelling. These analyses gave a rich result to the findings and this was applied to the development of stochastic¹ management decision models (Goel & Richter-Dyn, 1974; Bekker & Saayman, 1999), using the main findings from the interviews with researchers and industry stakeholders as a reference point. 

The contribution of this research included evidence of: 1). The significant “Gap” between the factors influencing occupancy relating to researchers and industry stakeholders and hotel decision-makers on the one hand and potential guests on the other; 2). The structure and factors involved within a hotel occupancy decision model; 3). The demographic influences on the factors within the management decision model. 

¹The way in which the variables within the model relate and impact on each other.

year: 2001

title: Rating the Significance of Detected Network Events

authors: Mungro, Meenakshee

subjects: Data fusion

abstract: Existing anomaly detection systems do not reliably produce accurate severity ratings for detected network events, which results in network operators wasting a large amount of time and effort in investigating false alarms. This project investigates the use of data fusion to combine evidence from multiple anomaly detection methods to produce a consistent and accurate representation of the severity of a network event. Four new detection methods were added to Netevmon, a network anomaly detection framework, and ground truth was collected from a latency training dataset to calculate the set of probabilities required for each of the five data fusion methods chosen for testing. The evaluation was performed against a second test dataset containing manually assigned severity scores for each event and the significance ratings produced by the fusion methods were compared against the assigned severity score to determine the accuracy of each data fusion method.

The results of the evaluation showed that none of the data fusion methods achieved a desirable level of accuracy for practical deployment. However, Dempster-Shafer was the most promising of the fusion methods investigated due to correctly classifying more significant events than the other methods, albeit with a slightly higher false alarm rate. We conclude by suggesting some possible options for improving the accuracy of Dempster-Shafer that could be investigated as part of future work.

text: Rating the Significance of Detected Network Events Existing anomaly detection systems do not reliably produce accurate severity ratings for detected network events, which results in network operators wasting a large amount of time and effort in investigating false alarms. This project investigates the use of data fusion to combine evidence from multiple anomaly detection methods to produce a consistent and accurate representation of the severity of a network event. Four new detection methods were added to Netevmon, a network anomaly detection framework, and ground truth was collected from a latency training dataset to calculate the set of probabilities required for each of the five data fusion methods chosen for testing. The evaluation was performed against a second test dataset containing manually assigned severity scores for each event and the significance ratings produced by the fusion methods were compared against the assigned severity score to determine the accuracy of each data fusion method.

The results of the evaluation showed that none of the data fusion methods achieved a desirable level of accuracy for practical deployment. However, Dempster-Shafer was the most promising of the fusion methods investigated due to correctly classifying more significant events than the other methods, albeit with a slightly higher false alarm rate. We conclude by suggesting some possible options for improving the accuracy of Dempster-Shafer that could be investigated as part of future work.

year: 2014

title: Keeping Chooks at Home in the Waikato:  Exploring Postcolonial, Feminist and  Kaupapa M ori Perspectives

authors: Burnett, Zavier

subjects: Chooks

abstract: This thesis considers the narratives of eight M ori chook keepers from the Waikato rohe, Aotearoa. The Waikato rohe has been selected due to its significant history of M ori horticultural and agricultural practises, including chook keeping. 

I build on the growing corpus of m tauranga about indigenous studies. Using a postcolonial, feminist and Kaupapa M ori theoretical framework, I undertook five semi-structured interviews and one focus r p  with M ori kaum tua. This thesis does not attempt to represent all M ori. There may be considerable difference between wh nau, hap  and iwi practices. However, the rangahau provides insights into the views of eight individuals and their experiences with chooks. I have also utilised Country Calendar (1970; 1977a; 1977b and 1980) episodes and children's pukapuka such as Nanny Mihi's Garden (Drewery 2002) for the purposes of discourse analysis. 

By listening to these stories, kaupapa including race, class and ethnicity emerge that affect the participants' everyday lives as chook keepers. The participants view chooks in a variety of ways. First, as a means of food production. By integrating chooks into their communities, the participants are able to provide a nutritious and low-cost kai source for themselves and their wh nau. This attempts to at least in part address their poverty problems. Second, as a hybridised P keh  and M ori kararehe. Third, as hysterical, comical, silly and helpless. I explore these issues within the broader context of colonial, neocolonial and anticolonial practices.

text: Keeping Chooks at Home in the Waikato:  Exploring Postcolonial, Feminist and  Kaupapa M ori Perspectives This thesis considers the narratives of eight M ori chook keepers from the Waikato rohe, Aotearoa. The Waikato rohe has been selected due to its significant history of M ori horticultural and agricultural practises, including chook keeping. 

I build on the growing corpus of m tauranga about indigenous studies. Using a postcolonial, feminist and Kaupapa M ori theoretical framework, I undertook five semi-structured interviews and one focus r p  with M ori kaum tua. This thesis does not attempt to represent all M ori. There may be considerable difference between wh nau, hap  and iwi practices. However, the rangahau provides insights into the views of eight individuals and their experiences with chooks. I have also utilised Country Calendar (1970; 1977a; 1977b and 1980) episodes and children's pukapuka such as Nanny Mihi's Garden (Drewery 2002) for the purposes of discourse analysis. 

By listening to these stories, kaupapa including race, class and ethnicity emerge that affect the participants' everyday lives as chook keepers. The participants view chooks in a variety of ways. First, as a means of food production. By integrating chooks into their communities, the participants are able to provide a nutritious and low-cost kai source for themselves and their wh nau. This attempts to at least in part address their poverty problems. Second, as a hybridised P keh  and M ori kararehe. Third, as hysterical, comical, silly and helpless. I explore these issues within the broader context of colonial, neocolonial and anticolonial practices.

year: 2006